**Role overview**

Mercor is working with a frontier AI lab on chip design tasks used to train and evaluate AI models. We're looking for experienced RTL design and verification engineers to review these tasks.

Each task is a realistic hardware engineering problem, such as designing or fixing an RTL block or writing a testbench. It comes packaged with a specification, starting files, a reference solution and automated tests.

**What you will do**

- Review each task end to end: the spec, the starting files, the reference solution and the tests.
- Confirm the task is fair and solvable: the reference solution passes, and everything the tests check can be worked out from the spec.
- Find flaws: ambiguous specs, tests that let wrong designs pass or reject correct ones, leaked answers, and tasks that are easier than they look.
- Judge whether each task is hard enough to challenge today's best AI models.
- Write clear, specific feedback and suggested fixes, and help shape new task ideas.

**Who we are looking for**

- 5+ years of hands-on RTL design or verification experience in industry (semiconductor, FPGA, EDA or similar).
- Strong Verilog / SystemVerilog skills, and experience with simulation and testbenches.
- Able to read and reason about Python test code.
- A careful, skeptical reviewer who can explain in writing why a task is broken or too easy.

Nice to have: experience with open-source EDA tools (e.g. Icarus Verilog, Verilator, Yosys, cocotb), formal verification, or reviewing benchmarks for AI models.

**Details**

- Remote and flexible, about 15–20 hours a week.
- $100/hour.
- Starts immediately.

Chip Design Expert (RTL Design & Verification)

We're looking for semiconductor fab safety and emergency response experts to review and create expert content on fab hazards, emergency procedures, and safety documentation.

## Required

- 3+ years as an EHS engineer, emergency response team (ERT) member, fab facilities or sub-fab engineer, electrical safety engineer, or occupational health nurse/EMT
    
- Hands-on work inside an operating semiconductor fab, or fab-floor work for a semiconductor equipment or gas supplier
    
- Direct knowledge of fab hazards: toxic and pyrophoric gases, HF and wet chemicals, gas detection, cleanroom evacuation
    
- Last fab-floor experience within the past 8 years
    
- Not only office, audit, or compliance EHS work; not only construction or general-manufacturing safety without cleanroom or HPM exposure
    
- Writes clearly in English
    

## Preferred

- Responded to a real fab incident (gas alarm, chemical spill, evacuation, earthquake), or held an ERT lead / incident commander role
    
- Experience at a leading fab or equipment maker: TSMC, Intel, Samsung, Micron, GlobalFoundries, Texas Instruments, SK hynix, Applied Materials, Lam Research, KLA, Tokyo Electron, ASML
    
- Knows SEMI S2/S8/S22 tool-safety standards, NFPA 318, or facilities experience with utilities, abatement, gas cabinets, or tool hook-up
    
- Safety certifications such as CSP, CIH, ASP, HAZWOPER, or CHMM
    

## Details

- Remote, about 10 hours per week
    
- $85/hour

Fab Safety and Emergency Response Expert

Mercor is seeking experienced **financial planners and wealth advisors (CFP® and/or CFA charterholders)** to help evaluate and improve advanced AI systems on realistic personal financial planning scenarios. You will work through complex household cases, completing well-scoped tasks that mirror real comprehensive planning and advice work.

* * *

## What You'll Do

- Build, review, and critique comprehensive financial plans for realistic client households.
    
- Evaluate AI-generated recommendations on retirement, tax, investment, insurance, and estate planning for accuracy, suitability, and completeness.
    
- Provide clear, structured written explanations of your reasoning and the advice you would give a real client.
    

* * *

## Scenarios You'll Work With

- Technology professionals with RSUs, ISOs, and concentrated stock positions
    
- Pre-retirees and retirees: Social Security timing, withdrawal sequencing, Roth conversions, and RMDs
    
- High-net-worth households: asset allocation, tax-aware rebalancing, and tax-loss harvesting
    
- Families with education funding, insurance needs, and estate-planning coordination
    
- Business owners: retirement plan design, succession, and cash-flow planning
    
- Life transitions: divorce, widowhood, inheritance, and career changes
    

* * *

## Required Qualifications

- Active CFP® certification and/or CFA charter.
    
- 5+ years of hands-on, client-facing financial planning or wealth management experience (currently or recently).
    
- Based in the United States, with strong knowledge of US tax, retirement, and investment rules.
    
- Excellent attention to detail and clear written communication.
    

* * *

## Preferred Qualifications

- Both CFP® and CFA, or additional credentials (CPA, EA, CPWA®, ChFC®, CAIA).
    
- Experience at a fee-only RIA, advice-only practice, or established wealth management firm.
    
- Experience with equity compensation, retirement income planning, and portfolio construction.
    

* * *

## Why Join?

- Apply your planning expertise to shape how AI systems give real-world financial advice.
    
- Fully remote and flexible, at a highly competitive hourly rate.
    
- Collaborate with a leading fintech and AI team.

Certified Financial Planner (CFP® / CFA)

We're looking for **detail-oriented annotators** to join a short-term, fast-moving project reviewing captions on **egocentric (first-person) video** — footage recorded from a head-mounted camera showing someone's hands performing everyday tasks like cooking, cleaning or crafting. You'll audit whether a written caption accurately describes what happens in a short video segment, and give each caption a clear verdict. The project is already underway, so we're prioritising people who can **start quickly**.

## What You'll Do

For each video segment and its caption, you'll decide:

- **Approve** — the caption accurately describes the action
    
- **Reject** — the caption has an error, rated **Major** or **Minor**, with the reason(s), for example:
    
    - Wrong main verb (e.g. "wring" when the person is rubbing)
        
    - A main action that is added, missing or out of order
        
    - Wrong object or tool, or the wrong / swapped hand (left vs. right)
        
- **Exclude** — the footage itself is unusable (corrupted, badly mounted camera, broken segment boundaries)
    
- You'll follow a detailed written guideline with clear rules and examples, and judge only what is visible in each segment.
    

## Who We're Looking For

- **Excellent attention to detail** and patience for careful, repetitive visual review
    
- Reliable **left/right reasoning** from the camera wearer's point of view
    
- **Strong English reading comprehension** and a precise sense of word meaning (e.g. the difference between "wipe", "rub" and "scrub")
    
- Ability to learn a detailed guideline quickly and apply it consistently
    
- Good judgment on ambiguous cases
    
- **Nice to have:** prior experience in video annotation, data labelling, content moderation, QA, or AI training/evaluation work.
    

## Why Join Us?

- **Contribute to Cutting-Edge AI Development:** Play a direct role in improving how advanced AI models understand and interpret real-world human actions through first-person video.
    
- **Flexible, Remote Work:** Work from anywhere while contributing to a structured, high-impact AI annotation project.
    
- **Clear Guidelines and Expectations:** Benefit from detailed instructions, practical examples, and well-defined evaluation criteria to help you deliver high-quality work.
    
- **Apply Your Attention to Detail:** Put your observational skills, language comprehension, and critical thinking to work on meaningful AI evaluation tasks.
    
- **Opportunity for Future Projects:** Strong performance may open doors to additional AI training, annotation, and evaluation opportunities.
    
- **Quick Onboarding:** Join an active project with an accelerated onboarding process, allowing qualified candidates to begin contributing promptly.

Video Caption Auditor Expert

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Customer Support, Customer Success and Technical Onboarding subject-matter experts (SMEs) to bring real operating experience and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in customer support, customer success and onboarding workflows.
- Audit multi-step workflows such as ticket triage and escalation, churn and renewals, usage and adoption reporting, onboarding and installation, and billing and failed payments for realism and policy compliance.
- Design realistic support and success tasks that reflect real ticket data and CRM, helpdesk and billing constraints, and write accurate, well-structured solutions.
- Evaluate tasks and customer communications against rubrics and provide clear, written feedback.
- Validate and refine evaluation rubrics across the customer support and success workflow taxonomy.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- Substantial professional experience in customer support, customer success or technical onboarding for business customers.
- Hands-on experience in at least one core track: ticket triage and technical escalation, churn and renewal management, or onboarding and implementation.
- Daily working experience with tools such as Intercom, HubSpot, Stripe and Metabase, or close equivalents such as Zendesk, Salesforce and Looker.
- Ability to critically judge customer communications for authenticity and policy compliance.
- Demonstrable career progression.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain judgment calls clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Customer Support & Success Domain Expert

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking senior Enterprise Marketing subject-matter experts (SMEs) to act as the quality authority on how real marketing work gets done, and to elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in enterprise marketing, demand generation, content, paid media and communications.
- Review AI-generated prompts and multi-step marketing workflows for realism, flagging unnatural phrasing, academic-sounding tasks and constraints no real marketing team would face.
- Design realistic marketing tasks, the way a marketing manager would actually brief them, and write polished, executive-quality solutions such as campaign plans, web, email and ad copy, research briefs and PR material.
- Evaluate marketing tasks and solutions against rubrics and provide clear, written feedback.
- Validate and refine evaluation rubrics so they reward what a senior marketing leader would consider good work.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 10+ years of professional marketing experience inside an enterprise marketing organization, in-house at a large company or at a recognized agency serving enterprise clients.
- A track record of meeting or exceeding campaign ROI, ROAS or lead-generation targets, with specific results you can point to.
- Hands-on depth in market and audience research, copywriting (web, email, ads), paid media planning, SEO and PR.
- Daily working and administration experience with enterprise marketing tools such as Marketo, HubSpot, Salesforce and GA4, plus Jira, Confluence, Workspace productivity tools (Docs, Sheets, Slides) and Microsoft Office.
- A sharp editorial eye and strong taste for polished, customer-facing work.
- Demonstrable career progression (e.g., Marketing Manager → Senior Manager → Director or Head of Marketing).
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain judgment calls clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Enterprise Marketing Domain Expert

Mercor is seeking experienced **individual tax professionals** to help evaluate advanced AI systems on realistic personal tax scenarios. You will work through a series of tax "worlds" built around complex individual taxpayers, completing well-scoped tasks that mirror real return preparation and tax planning work.

* * *

## What You'll Do

- Apply federal and state (New York and/or California) tax rules to prepare, review, and reason through complex returns.
    
- Evaluate and correct tax analyses, calculations, and positions for accuracy and completeness.
    
- Provide clear, structured written explanations of your reasoning and conclusions.
    

* * *

## Scenarios You'll Work With

- Technology professionals with ISO equity and company tender offers (AMT planning)
    
- W-2 employees with a primary residence and multiple rental properties
    
- Finance professionals with multiple K-1 investments (real estate, private equity, fund of funds)
    
- Retirees with RMDs and side consulting income
    
- High-earning W-2 employees with backdoor Roth IRA, maxed HSA, and NY-to-CA part-year / dual residency
    
- Business owners reporting income on Schedule C or via K-1
    

* * *

## Required Qualifications

- 3–8 years of hands-on experience preparing complex individual (Form 1040) returns, currently or recently.
    
- Senior Associate to Manager level in individual tax compliance.
    
- Strong working knowledge of federal individual tax returns plus New York and/or California state returns.
    
- Excellent attention to detail and clear written communication.
    

* * *

## Preferred Qualifications

- CPA or Enrolled Agent (EA) credential.
    
- Big 4, national, or strong regional firm experience in private client / individual tax.
    
- Experience with equity compensation (ISOs/RSUs), AMT, partnership K-1s, rental properties, and multi-state residency.
    

* * *

## Why Join?

- Apply your tax expertise to shape how AI systems handle real-world personal tax work.
    
- Short-term, flexible, and intellectually engaging.
    
- Collaborate with a leading AI research organisation.

Individual Tax Professional (CPA / EA)

Mercor is seeking experienced **licensed attorneys** to audit rubrics and ground-truth answers for a legal research dataset used to evaluate advanced AI systems. You will review existing legal research questions, verify the accuracy of model answers, and refine grading rubrics so the dataset reflects current law and sound legal reasoning. This is a short-term, fully remote engagement.

* * *

## Responsibilities

- Audit grading rubrics for accuracy, completeness, consistency, and clarity.
    
- Verify ground-truth answers against controlling statutes, regulations, and case law.
    
- Identify legal errors, outdated authority, missing issues, and ambiguous grading criteria.
    
- Rewrite or correct ground-truth answers and rubric items where needed.
    
- Provide concise, structured written feedback on each item reviewed.
    

* * *

## Practice Areas

The dataset spans eight practice areas. Experience in one or more is required, and breadth across several is a plus:

- Administrative / Regulatory
    
- Business & Commercial
    
- Civil Litigation
    
- Constitutional / Civil Rights
    
- Criminal
    
- Family
    
- Health
    
- Immigration
    

* * *

## Required Qualifications

- Juris Doctor (JD) and active U.S. bar admission in good standing.
    
- 5+ years of legal practice.
    
- Substantive experience in at least one of the practice areas above.
    
- Strong legal research, analysis, and writing skills.
    
- High attention to detail and the ability to apply consistent judgment.
    

* * *

## Preferred Qualifications

- Experience across multiple listed practice areas.
    
- Judicial clerkship, appellate, government, or law firm research experience.
    
- Prior experience reviewing or grading legal work product, or with AI / legal-tech evaluation projects.
    

* * *

## Why Join?

- Apply your legal expertise to shape how AI systems are evaluated for legal research.
    
- Collaborate with a leading AI research organisation.

Legal Rubric & Ground Truth Auditor (Licensed Attorney)

**Role Overview**

- Mercor is seeking experienced creative, media, and communications professionals to build evaluation tasks for AI systems that produce professional creative work.
    
- The tasks are calibrated to the quality a senior professional would deliver to a client, an employer, or a live audience.
    
- This role spans five areas: enterprise communication (slide decks, reports, training videos), entertainment and media (video, audio, podcasts, game assets), marketing and advertising (campaigns, social content, brand guides), staging and layouts (posters, logos, concept art), and interactive digital products (websites, HTML games). Professionals in any of these areas are encouraged to apply.
    
- Contributors write realistic creative briefs, prepare input files, produce reference deliverables, and judge AI-generated outputs against them.
    

**Key Responsibilities**

- Write realistic creative briefs based on your own professional practice, with a clear audience, constraints, and a single end deliverable.
    
- Prepare the input files a professional would receive, such as brand assets, data, footage, audio, and style references.
    
- Produce a finished reference deliverable for each task, at the standard you would ship to a client.
    
- Compare AI-generated deliverables with reference deliverables and judge which is stronger on content and on craft.
    
- Write concise rationales for each judgment and help refine the guidance used to grade AI outputs.
    

**Ideal Qualifications**

- 5+ years of professional experience in design, art direction, photography, film and video production, animation, sound and music, broadcasting, advertising, marketing, public relations, publishing, instructional design, or business communication.
    
- A portfolio of your own professional work that shows strong content and craft.
    
- Fluency in the professional tools of your field, such as Adobe Creative Cloud, Figma, PowerPoint or Google Slides, Premiere Pro, DaVinci Resolve, After Effects, Pro Tools, or Logic Pro.
    
- A sharp eye for detail and the ability to explain clearly why one piece of work is better than another.
    
- Prior rubric writing, AI evaluation, or creative review experience is a plus.

Creative & Media Expert

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Embedded Systems, Firmware, Kernel and Chip Design Engineers with hands-on expertise in low-level C/C++, operating system internals, firmware or hardware design (RTL) to bring deep systems-level expertise and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in embedded systems and kernel engineering, firmware and device drivers, and hardware design and verification topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to embedded systems and kernel engineering problems.
- Evaluate embedded systems and kernel engineering tasks and solutions and provide clear, written technical feedback.
- Design and evaluate low-level tasks covering memory management, concurrency, device drivers, RTOS behavior and hardware description languages.
- Develop rubrics to assess correctness, safety and performance of systems-level and hardware design solutions.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 4+ years of dedicated professional experience in embedded systems, firmware, OS kernel or chip design at a recognized, top-tier organization (semiconductor, OS, devices, automotive or aerospace).
- Strong production C and/or C++ for resource-constrained or performance-critical systems.
- Hands-on experience in at least one of: Linux kernel or driver development, RTOS and firmware, or RTL design and verification (Verilog, SystemVerilog, VHDL, UVM).
- Demonstrable career progression.
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Embedded Systems / Kernel Engineer

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Business Operations and Knowledge Work subject-matter experts (SMEs) with expertise in operations, strategy, program management and analytical knowledge work to bring deep professional domain expertise and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in business operations and professional knowledge work, strategy and program management, and analysis and reporting topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to business operations and professional knowledge work problems.
- Evaluate business operations and professional knowledge work tasks and solutions and provide clear, written technical feedback.
- Design realistic professional workflows (planning documents, analyses, spreadsheets, process designs) and write high-quality reference outputs.
- Develop rubrics to assess the accuracy, structure and business judgment of AI-generated professional deliverables.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 5+ years of dedicated professional experience in business operations, strategy, consulting or program management at a recognized, top-tier organization (e.g., McKinsey, BCG, Bain, Deloitte, Accenture, or operations and strategy teams at Fortune 500 or leading technology companies).
- Advanced proficiency in Excel or Google Sheets (models, pivot tables, lookups) and professional document and presentation writing.
- Hands-on ownership of processes, programs or analyses that drove measurable business outcomes.
- Demonstrable career progression (e.g., Analyst → Manager → Director of Operations).
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Business Operations / Knowledge Work Specialist

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented licensed Clinicians and Health subject-matter experts (SMEs) with clinical expertise and active licensure in medicine, nursing, pharmacy or allied health to bring deep clinical domain expertise and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in clinical medicine and health, diagnosis and treatment, and patient communication and clinical guidelines topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to clinical medicine and health problems.
- Evaluate clinical medicine and health tasks and solutions and provide clear, written technical feedback.
- Write realistic clinical cases and questions and produce accurate, guideline-based reference answers.
- Develop rubrics to assess clinical accuracy, safety and appropriateness of AI-generated health information.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 3+ years of dedicated post-training clinical practice at a recognized hospital, health system or clinical organization.
- Active, unrestricted US license as an MD, DO, NP, PA, RN or PharmD.
- Board certification or specialty credentials are a strong plus.
- Demonstrable career progression.
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Clinical / Health Domain Expert

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Machine Learning Engineers and Scientific Computing experts with hands-on expertise in machine learning, deep learning frameworks and scientific computing to bring hands-on technical and research excellence and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in machine learning and scientific computing, model training and evaluation, and numerical and scientific software topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to machine learning and scientific computing problems.
- Evaluate machine learning and scientific computing tasks and solutions and provide clear, written technical feedback.
- Design and evaluate technical tasks covering model training, experiment design, data pipelines and scientific simulations, with runnable reference solutions.
- Develop rubrics to assess the methodological soundness, correctness and reproducibility of ML and scientific work.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 4+ years of dedicated professional or research experience in machine learning, data science or scientific computing at a recognized, top-tier organization or research university (an MS or PhD in a quantitative field counts toward this).
- Production or research experience with PyTorch, JAX or TensorFlow, and strong Python (NumPy, pandas, scikit-learn).
- Publications, open-source contributions or shipped ML systems are a strong plus.
- Demonstrable career progression.
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Scientific / ML Engineer

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Finance subject-matter experts (SMEs) with expertise in investment banking, private equity, equity research, corporate finance or accounting to bring deep financial domain expertise and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in finance, valuation and financial modeling, and accounting and financial reporting topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to finance problems.
- Evaluate finance tasks and solutions and provide clear, written technical feedback.
- Build and review financial models, valuations and analyses, and write precise reference solutions to complex finance problems.
- Develop rubrics to assess numerical accuracy, methodology and professional judgment in AI-generated financial work.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 4+ years of dedicated professional experience in finance at a recognized, top-tier firm (e.g., Goldman Sachs, Morgan Stanley, J.P. Morgan, Blackstone, KKR, Big Four accounting firms, or corporate finance at Fortune 500 companies).
- Advanced financial modeling and valuation skills (DCF, LBO, comparables) in Excel.
- Professional credentials such as CFA, CPA or an MBA from a top program are a strong plus.
- Demonstrable career progression (e.g., Analyst → Associate → VP).
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Finance Domain Expert

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Mechanical Design and CAD Engineers with hands-on expertise in mechanical design, parametric CAD and 3D modeling to bring real-world design and engineering judgment and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in mechanical design and CAD, parametric 3D modeling, and design for manufacturing topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to mechanical design and CAD problems.
- Evaluate mechanical design and CAD tasks and solutions and provide clear, written technical feedback.
- Create and evaluate CAD modeling tasks, engineering drawings and design problems, and produce accurate reference models and solutions.
- Develop rubrics to assess geometric accuracy, design intent, tolerancing (GD&T) and manufacturability.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 4+ years of dedicated professional experience in mechanical design or CAD engineering at a recognized, top-tier organization (e.g., Apple, Tesla, SpaceX, Boeing, GE, or leading product design and manufacturing firms).
- Expert proficiency in at least one parametric CAD tool: SolidWorks, CATIA, Siemens NX, Creo, Onshape or Fusion 360.
- Working knowledge of GD&T, engineering drawings and design for manufacturing.
- Demonstrable career progression.
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Mechanical / CAD Engineer

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Customer Service and E-commerce Specialists with hands-on experience resolving complex customer, order and retail operations issues to bring practical judgment on real customer interactions and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in customer service and e-commerce operations, orders, returns and refunds, and policy-driven escalations topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to customer service and e-commerce operations problems.
- Evaluate customer service and e-commerce operations tasks and solutions and provide clear, written technical feedback.
- Write and evaluate realistic customer conversations covering orders, returns, refunds, billing and account issues, applying store policies precisely.
- Develop rubrics to assess accuracy, policy compliance, tone and resolution quality in AI customer support responses.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 3+ years of dedicated professional experience in customer service, customer support, retail or e-commerce operations at a recognized organization (major retailers, marketplaces, airlines, banks or high-volume support teams).
- Hands-on experience handling escalations and applying detailed policies (returns, refunds, exchanges, billing disputes).
- Working knowledge of support and commerce tools such as Zendesk, Salesforce Service Cloud, Gorgias or Shopify.
- Demonstrable career progression (e.g., Support Agent → Senior or Tier 2 Agent → Team Lead or QA Specialist).
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Customer Service / E-commerce Specialist

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Formal Mathematics specialists and mathematicians with hands-on experience with interactive theorem provers such as Lean, Coq (Rocq) or Isabelle to bring rigorous mathematical and formal verification expertise and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in formal mathematics and theorem proving, formalized proofs, and graduate-level mathematics topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to formal mathematics and theorem proving problems.
- Evaluate formal mathematics and theorem proving tasks and solutions and provide clear, written technical feedback.
- Write, check and repair formal proofs and statements in Lean, Coq or Isabelle, and translate informal mathematics into formal statements.
- Develop rubrics to assess the correctness, faithfulness and elegance of formalized statements and proofs.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- Graduate-level training in mathematics, computer science or logic (MS, PhD or PhD candidate), or equivalent professional experience in formal verification.
- Hands-on experience writing proofs in Lean 4 (Mathlib), Coq (Rocq), Isabelle/HOL or a comparable proof assistant, evidenced by contributions, projects or publications.
- Strong background in proof-based mathematics (algebra, analysis, number theory, combinatorics or logic).
- Demonstrable track record of mathematical or formal verification work.
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Formal Mathematics Specialist (Lean / Coq / Isabelle)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented DevOps, SRE and Infrastructure Engineers with hands-on expertise in cloud infrastructure, Kubernetes, infrastructure as code and CI/CD to bring real-world operational judgment and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in DevOps and infrastructure engineering, cloud platforms, and reliability and observability topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to DevOps and infrastructure engineering problems.
- Evaluate DevOps and infrastructure engineering tasks and solutions and provide clear, written technical feedback.
- Build and evaluate realistic infrastructure tasks such as Kubernetes manifests, Terraform modules, CI/CD pipelines and incident debugging scenarios.
- Develop rubrics to assess infrastructure design, security posture, reliability and cost tradeoffs.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 4+ years of dedicated professional experience in DevOps, SRE, platform or infrastructure engineering at a recognized, top-tier organization.
- Hands-on production experience with Kubernetes and containers (Docker), and infrastructure as code (Terraform, Pulumi or CloudFormation).
- Deep experience with at least one major cloud provider (AWS, GCP or Azure) and CI/CD tooling (GitHub Actions, Jenkins, ArgoCD or similar).
- Strong scripting skills in Python, Bash or Go.
- Demonstrable career progression.
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

DevOps / Infrastructure Engineer

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Security, Red Teaming and Responsible AI specialists with hands-on expertise in application security, offensive security, threat analysis or trust and safety to bring an adversarial, safety-first mindset and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in security and responsible AI, application and infrastructure security, and red teaming and abuse prevention topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to security and responsible AI problems.
- Evaluate security and responsible AI tasks and solutions and provide clear, written technical feedback.
- Design adversarial tasks and red teaming scenarios that probe AI systems for security vulnerabilities, unsafe behavior and policy violations.
- Develop rubrics to assess the safety, accuracy and harm potential of AI responses on security and sensitive topics.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 4+ years of dedicated professional experience in cybersecurity, red teaming, penetration testing, threat intelligence or trust and safety at a recognized, top-tier organization.
- Hands-on experience in at least one of: application security and secure code review, penetration testing and offensive security, threat intelligence or incident response, or trust and safety policy enforcement.
- Relevant credentials such as OSCP, OSWE, GPEN, CISSP or published CVEs, bug bounty findings or security research are a strong plus.
- Demonstrable career progression.
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Responsible AI / Security Specialist

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented Software Engineers with hands-on expertise in production software engineering across Python and at least one systems or backend language (Java, C++, Go or Rust) to bring rigorous engineering judgment and elevate the quality of our AI training data.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in software engineering, algorithms and data structures, and backend and systems design topics.
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to software engineering problems.
- Evaluate software engineering tasks and solutions and provide clear, written technical feedback.
- Write, review and debug realistic multi-file coding tasks, including unit tests and reference solutions that run cleanly.
- Develop rubrics to assess code correctness, readability, test coverage and design tradeoffs in model-generated code.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 4+ years of dedicated professional software engineering experience at a recognized, top-tier technology company or high-growth startup.
- Strong production proficiency in Python plus at least one of Java, C++, Go or Rust.
- Hands-on experience with Git workflows, code review, automated testing and CI.
- Demonstrable career progression (e.g., Software Engineer → Senior Engineer → Staff or Tech Lead).
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Software Engineer (Foundational)

We're looking for Japanese-speaking semiconductor fab safety and emergency response experts to review and create expert content on fab hazards, emergency procedures, and safety documentation.

## Required

- 3+ years as an EHS engineer, emergency response team (ERT) member, fab facilities or sub-fab engineer, electrical safety engineer, or occupational health nurse/EMT
    
- Native Japanese speaker or JLPT N1 (N2 acceptable with Japanese fab experience)
    
- Can read Japanese technical safety documents: SDS (安全データシート), 作業手順書, and safety signage
    
- Hands-on work inside an operating semiconductor fab, or fab-floor work for a semiconductor equipment or gas supplier
    
- Direct knowledge of fab hazards: toxic and pyrophoric gases, HF and wet chemicals, gas detection, cleanroom evacuation
    
- Last fab-floor experience within the past 8 years
    
- Not only office, audit, or compliance EHS work; not only construction or general-manufacturing safety without cleanroom or HPM exposure
    

## Preferred

- Responded to a real fab incident (gas alarm, chemical spill, evacuation, earthquake), or held an ERT / 自衛消防隊 lead role
    
- Experience at a Japan fab or Japanese equipment maker: JASM/TSMC Kumamoto, Kioxia, Sony Semiconductor, Renesas, Rapidus, Micron Hiroshima, Tokyo Electron, SCREEN, Kokusai
    
- Knows SEMI S2/S8/S22 tool-safety standards, or facilities experience with utilities, abatement, gas cabinets, or tool hook-up
    
- Japanese safety certifications such as 衛生管理者, 高圧ガス製造保安責任者, 危険物取扱者, 電気主任技術者 (電験), or 保健師

Fab Safety and Emergency Response Expert (Japanese)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced generative AI models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking a talented Music Producer and Audio Post Specialist, a commercial composer and mixer, with deep, hands-on experience scoring, mixing and mastering spots for broadcast and digital, to bring real music and audio post judgment and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research teams to close knowledge gaps and improve AI model performance in commercial music production and audio post-production.
- Design challenging, real-world music and audio tasks, such as scoring to picture, multi-stem arrangement, voice-over cleanup, sound design and mixing for ads, and produce rights-cleared reference deliverables in editable session formats.
- Evaluate AI-generated music, voice-over, sound design and mixes and give clear, written feedback, catching problems with structure, sync to picture, intelligibility, mix balance and loudness.
- Develop guidelines, rubrics and quality checks for music and audio, including technical loudness and sync checks.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 5+ years of shipped commercial music or audio post work for agencies, brands, broadcasters or production companies, at a music house, audio post studio, production music library, network or in-house brand audio team. Crowd rating, data labeling and student work do not count.
- Composer and producer credits on broadcast or digital spots, with multi-stem arrangement, alt mixes and cutdowns (:60, :30, :15, :06) delivered to picture.
- Mix and master credits on spots delivered to broadcast loudness specs such as ATSC A/85 (-24 LKFS, -2 dBTP) and EBU R128 (-23 LUFS, -1 dBTP), with the ability to explain the specs from memory.
- Professional fluency in Pro Tools, Logic Pro or Reaper, plus iZotope RX for voice-over and dialogue cleanup and a loudness meter such as iZotope Insight, Nugen VisLM or Waves WLM. Dolby Atmos or 5.1 delivery is a plus.
- Fluency with editable source files and deliverables: DAW sessions, DME and instrument stems, cue sheets, ISRC and metadata, sync licence terms and library delivery requirements.
- Hands-on sound design, Foley and voice-over session experience, including bed and voice-over ducking and dialogue intelligibility in short-form ads.
- Working familiarity with generative audio tools such as Suno, Udio, Stable Audio, ElevenLabs and Adobe Enhance Speech, the ability to generate your own comparison samples, and the judgment to tell a strong result from a plausible-looking weak one.
- A public portfolio or reel of shipped work; you will be asked to walk through it.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain creative decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Music Producer & Audio Post Specialist (AI Evaluation)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced generative AI models.**

# 1\. Overview
Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking a talented Architectural and Interior Visualization Specialist, an architect or senior ArchViz artist who produces both drawing sets and photoreal renders, with deep, hands-on design and visualization experience to bring real spatial and construction judgment and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities
- Guide research teams to close knowledge gaps and improve AI model performance in architectural and interior design and visualization.
- Design challenging, real-world architecture and interior tasks, and produce reference deliverables such as AutoCAD plan sets, SketchUp or Revit models, photoreal renders and material boards.
- Evaluate AI-generated plans, sections, elevations and renders and give clear, written feedback, catching problems with spatial logic, clearances, code compliance, scale, materials and lighting.
- Develop guidelines, rubrics and quality checks for architectural drawings and visualization, including checks on plan geometry and drawing sets.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications
- 5+ years of shipped professional work as an architect, architectural designer, interior designer or ArchViz artist at an architecture or interiors firm, a visualization studio or a design-build practice (for example Gensler, HOK, Perkins&Will, SOM, AECOM, HKS, Olson Kundig, Rockwell Group, Mir, Brick Visual, DBOX, Luxigon, Hayes Davidson, The Boundary, Kilograph or a boutique residential studio). Crowd rating, data labeling and student work do not count.
- Authorship of full drawing sets: plans, sections, elevations, reflected ceiling plans and details at working scales (1:20, 1:50, 1/4"=1'-0"), produced in AutoCAD, Revit, SketchUp with LayOut, ArchiCAD or Rhino, including at least one permit or construction document set you owned.
- Professional-grade rendering of interiors and exteriors, including twilight and daylight scenes, with V-Ray, Corona, Blender Cycles, Enscape, Lumion, Twinmotion, D5 or Unreal Engine, and the ability to build a material and finish board with named products.
- Fluency with editable source files in .dwg, .rvt, .skp, .3dm, .pln, .max or .blend, delivering layered files that another professional can open and continue.
- Working knowledge of building codes and accessibility standards applied in your own projects (for example IBC, IRC, ADA Standards, NFPA 101, state or city codes such as CBC Title 24 or the NYC Building Code) and the ability to explain why a plan does or does not comply.
- A licence or certification is strongly preferred: Registered Architect in a US state, NCARB certificate, NCIDQ, or AIA membership with AXP complete.
- Hands-on working use of generative AI tools in professional design or visualization work, for example Midjourney, Stable Diffusion with ControlNet, Veras, Krea, Adobe Firefly or Magnific, including image-to-image and sketch-to-render workflows, and the judgment to tell a strong result from a plausible-looking weak one.
- A public portfolio or reel of shipped work; you will be asked to walk through it.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain creative decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Architectural & Interior Visualization Specialist (AI Evaluation)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced generative AI models.**

# 1\. Overview
Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking a talented 3D Generalist with deep, hands-on studio experience in modeling, rigging and animation, Blender-first and comfortable scripting it with Python, to bring real 3D production judgment and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities
- Guide research teams to close knowledge gaps and improve AI model performance in 3D modeling, texturing, rigging and animation, and 3D product modeling.
- Design challenging, real-world 3D tasks drawn from studio and client workflows, and produce reference deliverables in editable source formats such as .blend, .fbx, .glb and, where CAD is involved, .step or .stl.
- Evaluate AI-generated 3D assets and give clear, written feedback, catching problems with topology, UVs, materials, scale, skin weights, rig behavior and animation loops.
- Develop guidelines, rubrics and quality checks for 3D work, including scripted mesh, UV and rig checks in Blender Python.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications
- 5+ years of shipped 3D work at a game studio, animation or VFX studio, product-visualization or e-commerce 3D team, or creative agency (for example Riot, Ubisoft, Epic, Blizzard, Pixar, Blue Zoo, Framestore, The Mill, Buck, Wayfair, IKEA, Nike, Apple, Threekit); crowd rating, data labeling and personal projects do not count.
- Daily, production-level Blender, with Maya, 3ds Max, ZBrush, Substance Painter or Houdini as secondary tools; you can open a stranger's .blend and diagnose it quickly.
- Python scripting in Blender (bpy): you have written scripts or add-ons that batch, validate, rig, export or otherwise automate production work, and can share them.
- Clean quad topology, retopology of sculpts or scans, UV unwrapping and packing, baking from high to low, and PBR metal-rough texturing at 4K.
- Skeletal rigging and skinning: joint placement, weight painting, IK/FK controls, shape keys, and looping animation exported as .glb or .fbx that plays correctly in a real-time engine or web viewer.
- Fluency with editable source formats: .blend, .fbx, .glb/.gltf, .usd/.usdz, .obj, and CAD exchange formats (.step, .stl, .3dm, .iges); CAD modeling in Rhino, Fusion 360, SolidWorks or FreeCAD is a plus.
- Hands-on use of generative 3D and image tools (for example Meshy, Tripo, Hunyuan3D, Rodin, Luma Genie, Midjourney, Flux) in real work, with a clear view of what their output still gets wrong and the judgment to tell a strong result from a plausible-looking weak one.
- A public portfolio or reel of shipped work on ArtStation, Sketchfab or a personal site, plus a code link for scripts where possible; you will be asked to walk through it.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain creative decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

3D Generalist: Modeling, Rigging & Animation (AI Evaluation)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced generative AI models.**

# 1\. Overview
Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking a talented Editorial, Deck & Document Designer with deep, hands-on presentation, publication and print production experience to bring real layout and typographic judgment and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities
- Guide research teams to close knowledge gaps and improve AI model performance in presentation design, editorial layout, typography, information design and print production.
- Design challenging, real-world deck and document tasks, from executive summaries to brand books and brochures, and produce reference deliverables in editable source formats.
- Evaluate AI-generated presentations, documents and infographics and give clear, written feedback, catching problems with grids, type hierarchy, chart accuracy, bleed, page setup and print color.
- Develop guidelines, rubrics and quality checks for layout and typography, including technical checks on slide and PDF files.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications
- 5+ years of shipped presentation, editorial or document design for agency, studio, consultancy or commercial clients, for example a consultancy visual graphics or design studio team (McKinsey, BCG, Bain, Deloitte, Accenture), a presentation agency (Duarte, Buffalo 7, SketchDeck, Prezlab), a brand or annual report studio (Pentagram, Addison, Radley Yeldar, Emperor, Lippincott), a publisher or magazine, or an in-house corporate communications or investor relations design team. Crowd rating, data labeling and student work do not count.
- Expert command of PowerPoint and browser-based slide tools, including master slides, custom templates and chart tooling such as think-cell, with Keynote a plus.
- Expert command of Adobe InDesign for multi-page documents: master pages, paragraph and character styles, grids and baseline alignment, long-document features, and packaging files for print. Affinity Publisher is acceptable where the work was shipped.
- Working fluency in Figma and Illustrator for brand systems, diagrams, icons and vector charts.
- Print prepress ownership: bleed, trim, safe area, folds (tri-fold, gatefold), dielines, imposition, Pantone and CMYK, press proofs, and PDF/X exports a printer accepts first time.
- A track record of executive chartbooks, board or investor decks, infographics and data visualisation where the chart choice and the typography carry the argument.
- Fluency delivering and working from editable source files (.pptx, .key, browser-based slide tools, .indd and .idml, .ai, .fig, .afpub, print-ready PDF).
- Hands-on working use of generative AI tools in professional work, for example Microsoft Copilot in PowerPoint, Gamma, Beautiful.ai, Adobe Firefly, Canva Magic Design or Midjourney for imagery, and the judgment to tell a strong result from a plausible-looking weak one.
- A public portfolio or reel of shipped work; you will be asked to walk through it.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain creative decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Editorial, Deck & Document Designer (AI Evaluation)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced generative AI models.**

# 1\. Overview
Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking a Brand & Advertising Art Director or Senior Brand Designer with deep, hands-on agency or studio experience in brand identity, packaging, out-of-home and multi-format campaign design to bring real design judgment and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities
- Guide research teams to close knowledge gaps and improve AI model performance in brand identity, advertising and graphic design.
- Design challenging, real-world design tasks drawn from agency workflows, such as identity systems, packaging, out-of-home and multi-format campaign suites, and produce reference deliverables in editable source files.
- Evaluate AI-generated design work and give clear, written feedback, catching problems with typography, grids, hierarchy, color, print feasibility and consistency across formats.
- Develop guidelines, rubrics and quality checks for graphic design, including technical checks on vector and print-ready files.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications
- 5+ years of shipped commercial brand and advertising design work as an art director or senior designer at a creative agency, brand consultancy, packaging studio or in-house brand studio (for example Wieden+Kennedy, Droga5, Ogilvy, TBWA, Mother, Pentagram, Collins, Landor, Interbrand, Pearlfisher, JKR, or an equivalent in-house studio), not crowd rating or student work.
- Hands-on daily fluency in Adobe Illustrator, Photoshop and Figma, with InDesign for layout and print, and the ability to build final files yourself rather than only direct others.
- Delivered brand identity systems: wordmark or logo, typographic system, colour, iconography and guidelines, rolled out across real touchpoints.
- Delivered print production on real packaging dielines or large-format out-of-home specs through to press-ready files, including bleed, safe zones, CMYK and Pantone specs and prepress checks.
- Delivered out-of-home and multi-format campaign suites (billboards, transit, print, digital display, paid social in 1:1, 4:5 and 9:16) and localized versions for multiple markets.
- Strong typography and grid craft, and confident vector illustration and image retouching.
- Fluency with editable source files and exchange formats: .ai, .psd, .fig, .indd, .svg, PDF/X, dieline files, and packaged print-ready deliverables.
- Hands-on generative AI practice in design work, for example Midjourney, Adobe Firefly, Ideogram, Stable Diffusion or Flux for imagery and type exploration or Photoshop Generative Fill and Magnific for retouching, and the judgment to tell a strong result from a plausible-looking weak one.
- A public portfolio or reel of shipped work; you will be asked to walk through it.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain creative decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Brand & Advertising Art Director (AI Evaluation)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced generative AI models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking a talented Senior Motion Designer and Creative Technologist with deep, hands-on motion graphics and code-driven animation experience to bring real motion design judgment and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research teams to close knowledge gaps and improve AI model performance in motion design, kinetic typography, animated overlays and code-driven video.
- Design challenging, real-world motion design tasks and produce reference deliverables in editable source formats, such as After Effects projects and code-based animations built with tools like Remotion, Canvas, SVG or Three.js.
- Evaluate AI-generated motion graphics and video and give clear, written feedback, catching problems with timing, easing, typographic hierarchy, safe areas, tracking and sync.
- Develop guidelines, rubrics and quality checks for motion design, including scripted technical checks on rendered output.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- 5+ years of shipped motion design work for agencies, motion studios, post houses, broadcast design teams or in-house brand teams, for example Buck, Giant Ant, Oddfellows, The Mill, Golden Wolf, ManvsMachine, Trollback, Wieden+Kennedy, R/GA or an equivalent in-house brand studio. Crowd rating, template marketplaces and student work do not count.
- Expert After Effects skills including expressions, kinetic typography, 2.5D parallax and tracked composites, with Cinema 4D or Blender for 3D elements.
- Shipped code-driven motion in at least one of Remotion, HTML5 Canvas, SVG animation, Three.js or WebGL, GSAP, p5.js, TouchDesigner or Houdini, or FFmpeg-scripted rendering, where your code produced or drove a delivered video, overlay or graphics package.
- Working JavaScript or TypeScript, or Python, well enough to write and debug your own render and animation code and to read someone else's.
- Fluency with editable source files and delivery formats: .aep and .mogrt, .c4d or .blend, Lottie .json, .riv, SVG, Git repositories with render scripts, ProRes and H.264 masters in 16:9, 1:1, 9:16 and 4:5.
- Command-line FFmpeg for encoding, concatenation, overlays, frame extraction and probing duration, frame rate and audio.
- Hands-on use of generative video and image tools in professional work, for example Runway, Kling, Luma, Midjourney or ComfyUI, the ability to generate your own comparison samples, and the judgment to tell a strong result from a plausible-looking weak one.
- A public portfolio or reel of shipped work, plus a public code sample that renders or animates video; you will be asked to walk through both.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain creative decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Senior Motion Designer & Creative Technologist (AI Evaluation)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced generative AI models.**

# 1\. Overview
Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking a talented Commercial Video Editor and Post-Production Lead with deep, hands-on commercial and agency editing experience to bring real editorial judgment and elevate the quality of our AI training data. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities
- Guide research teams to close knowledge gaps and improve AI model performance in commercial editing and post-production, including pacing, continuity, versioning, color and delivery.
- Design challenging, real-world editing tasks drawn from agency workflows, such as hero cuts with cutdowns, aspect-ratio reframes and localized versions, and produce reference edits with editable timelines in Premiere Pro or DaVinci Resolve.
- Evaluate AI-generated video and edits and give clear, written feedback, catching problems with pacing and rhythm, continuity, audio sync, color accuracy, title safety and delivery specs.
- Develop guidelines, rubrics and quality checks for editing and finishing, including technical checks with tools such as FFmpeg.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications
- 5+ years of shipped commercial or agency editing work at an editorial house, post house, agency in-house studio, production company or brand studio (for example Rock Paper Scissors, Work Editorial, Cut+Run, Final Cut, Company 3, The Mill, Hogarth, or an agency such as Wieden+Kennedy, Droga5 or BBDO), with named brand and campaign credits. Crowd rating, data labeling and student work do not count.
- Expert, daily use of Adobe Premiere Pro and DaVinci Resolve, with working knowledge of Avid Media Composer and After Effects for conforms, temp comps and handoffs.
- Fluency with editable source files and interchange formats you deliver and work from: .prproj, .drp, AAF, XML and EDL, ProRes and DNxHR masters, and project handoffs to colour, VFX and audio.
- Comfortable with FFmpeg or equivalent command-line tools for transcodes, probes and batch exports.
- Hands-on Rec.709 grading and finishing experience, including skin tones, LUT handling and delivery in Resolve.
- Deep experience cutting and versioning for broadcast, online video and social: :60 to :06 cutdowns, 16:9, 1:1, 4:5 and 9:16 reframes, localized and re-tagged versions, subtitles, safe areas, loudness and slate specs.
- Working familiarity with generative video and AI editing tools such as Runway, Kling, Luma, Sora, Topaz, Adobe Firefly and Generative Extend, and the judgment to tell a strong result from a plausible-looking weak one.
- A public portfolio or reel of shipped work; you will be asked to walk through it.
- Ability to engage reliably for at least 40 hours/week during weekdays.
- Strong written communication skills and the ability to explain creative decisions clearly.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Commercial Video Editor & Post-Production Lead (AI Evaluation)

**Role Overview**

- Mercor is seeking senior mechanical engineering professionals to review evaluation tasks for AI systems operating in Fortune 500 enterprise product design and manufacturing contexts.
    
- The workflows are calibrated to the design complexity, safety stakes, and production scale of Fortune 500 and large industrial manufacturers.
    
- This role reviews worlds on two standards tracks: a US track (ASME) and an International track (ISO). Experts qualified in either or both tracks are encouraged to apply.
    
- Reviewers assess enterprise mechanical engineering scenarios, reference outputs, and grading rubrics that capture how senior F500 engineering leaders think.
    

**Key Responsibilities**

- Review mechanical engineering tasks, reference outputs, and supporting artifacts for technical accuracy, realism, and professional complexity.

- Independently check engineering calculations, design assumptions, analyses, and conclusions against the applicable standards track.

- Review design documentation and relevant CAD or simulation evidence to identify errors, omissions, and inconsistent assumptions.

- Evaluate grading rubrics for clarity, specificity, and whether they distinguish sound professional engineering judgment from generic textbook recall.

- Provide clear written feedback and verify that revisions resolve the identified issues.

**Ideal Qualifications**

- 5+ years working as a mechanical engineer or engineering lead at a Fortune 500 or major industrial, automotive, aerospace, or manufacturing company (GE, Boeing, Caterpillar, Ford, Honeywell, Siemens, Bosch, Rolls-Royce, Mitsubishi Heavy Industries).
    
- Direct ownership of large-scale product designs, manufacturing processes, or engineering certification programs.
    
- Fluency in enterprise mechanical engineering tooling and methodologies, plus understanding of how safety standards, regulatory certification (ASME, ISO, FAA, FDA), and cross-functional design governance actually work.
    
- A professional engineering credential (US PE or an international equivalent such as CEng or EUR ING) and prior rubric, engineering-training curriculum, or design documentation authorship are a plus.

Mechanical Engineer Reviewer

**Role Overview**

- Mercor is seeking senior mechanical engineering professionals to build evaluation tasks for AI systems operating in Fortune 500 enterprise product design and manufacturing contexts.
    
- The workflows are calibrated to the design complexity, safety stakes, and production scale of Fortune 500 and large industrial manufacturers.
    
- This role builds worlds on two standards tracks: a US track (ASME) and an International track (ISO). Experts qualified in either or both tracks are encouraged to apply.
    
- Contributors design enterprise mechanical engineering scenarios, draft reference outputs, and write rubrics that capture how senior F500 engineering leaders think.
    

**Key Responsibilities**

- Construct enterprise mechanical engineering scenarios spanning complex product design cycles, multi-stakeholder design reviews, and manufacturing or regulatory certification processes at F500 accounts.
    
- Build tasks across F500 product design and CAD modeling, thermal/fluid systems analysis, structural and stress analysis, manufacturing process engineering, and reliability/failure analysis.
    
- Develop engineering scenarios involving tools such as SolidWorks, ANSYS, CATIA, MATLAB/Simulink, and enterprise PLM systems (Siemens Teamcenter, PTC Windchill) in F500 stacks.
    
- Apply enterprise mechanical engineering methodologies (FEA/CFD simulation, DFM/DFA principles, Six Sigma/DFSS, GD&T per ASME Y14.5 or ISO GPS) and produce reference design specifications, engineering analyses, and executive-level technical narratives.
    
- Author rubrics that distinguish authentic enterprise mechanical engineering judgment from generic textbook or coursework-level recall.
    

**Ideal Qualifications**

- 5+ years working as a mechanical engineer or engineering lead at a Fortune 500 or major industrial, automotive, aerospace, or manufacturing company (GE, Boeing, Caterpillar, Ford, Honeywell, Siemens, Bosch, Rolls-Royce, Mitsubishi Heavy Industries).
    
- Direct ownership of large-scale product designs, manufacturing processes, or engineering certification programs.
    
- Fluency in enterprise mechanical engineering tooling and methodologies, plus understanding of how safety standards, regulatory certification (ASME, ISO, FAA, FDA), and cross-functional design governance actually work.
    
- A professional engineering credential (US PE or an international equivalent such as CEng or EUR ING) and prior rubric, engineering-training curriculum, or design documentation authorship are a plus.

Mechanical Engineering Writer

**Role Overview**

- Mercor is seeking senior electrical engineering professionals to review evaluation tasks for AI systems operating in Fortune 500 enterprise electrical systems and product design contexts.
    
- The workflows are calibrated to the design complexity, safety stakes, and production scale of Fortune 500 and large industrial and technology manufacturers.
    
- This role reviews worlds on two standards tracks: an International track (IEC) and a US track (NEC / NFPA 70, NESC, IEEE). Experts qualified in either or both tracks are encouraged to apply.
    
- Reviewers assess enterprise electrical engineering scenarios, reference outputs, and grading rubrics that capture how senior F500 engineering leaders think.
    

**Key Responsibilities**

- Review electrical engineering tasks, reference outputs, and supporting artifacts for technical accuracy, realism, and professional complexity.

- Independently check engineering calculations, design assumptions, analyses, and conclusions against the applicable standards track.

- Review design documentation and relevant CAD or simulation evidence to identify errors, omissions, and inconsistent assumptions.

- Evaluate grading rubrics for clarity, specificity, and whether they distinguish sound professional engineering judgment from generic textbook recall.

- Provide clear written feedback and verify that revisions resolve the identified issues.

**Ideal Qualifications**

- 5+ years working as an electrical engineer or engineering lead at a Fortune 500 or major technology, industrial, or energy company (Intel, Texas Instruments, GE, Siemens, Tesla, ABB, Schneider Electric).
    
- Direct ownership of large-scale circuit designs, power systems, or engineering certification programs.
    
- Fluency in enterprise electrical engineering tooling and methodologies, plus understanding of how safety standards, regulatory certification (NEC / NFPA 70, IEEE, UL, FCC, IEC), and cross-functional design governance actually work.
    
- A professional engineering credential (US PE or an international equivalent such as CEng or EUR ING) and prior rubric, engineering-training curriculum, or design documentation authorship are a plus.

Electrical Engineer Reviewer

**Role Overview**

- Mercor is seeking senior electrical engineering professionals to build evaluation tasks for AI systems operating in Fortune 500 enterprise electrical systems and product design contexts.
    
- The workflows are calibrated to the design complexity, safety stakes, and production scale of Fortune 500 and large industrial and technology manufacturers.
    
- This role builds worlds on two standards tracks: an International track (IEC) and a US track (NEC / NFPA 70, NESC, IEEE). Experts qualified in either or both tracks are encouraged to apply.
    
- Contributors design enterprise electrical engineering scenarios, draft reference outputs, and write rubrics that capture how senior F500 engineering leaders think.
    

**Key Responsibilities**

- Construct enterprise electrical engineering scenarios spanning complex circuit and systems design cycles, multi-stakeholder design reviews, and manufacturing or regulatory certification processes at F500 accounts.
    
- Build tasks across F500 power systems and grid infrastructure, semiconductor and PCB design, embedded systems and firmware, signal processing, and control systems engineering.
    
- Develop engineering scenarios involving tools such as Altium Designer, Cadence, MATLAB/Simulink, SPICE simulation platforms, and enterprise PLM/EDA systems in F500 stacks.
    
- Apply enterprise electrical engineering methodologies (circuit analysis and simulation, EMC/EMI compliance, control theory, reliability and failure mode analysis) against the standards track a world targets (US: NEC / NFPA 70, NESC, IEEE; International: IEC), and produce reference design specifications, engineering analyses, and executive-level technical narratives.
    
- Author rubrics that distinguish authentic enterprise electrical engineering judgment from generic textbook or coursework-level recall.
    

**Ideal Qualifications**

- 5+ years working as an electrical engineer or engineering lead at a Fortune 500 or major technology, industrial, or energy company (Intel, Texas Instruments, GE, Siemens, Tesla, ABB, Schneider Electric).
    
- Direct ownership of large-scale circuit designs, power systems, or engineering certification programs.
    
- Fluency in enterprise electrical engineering tooling and methodologies, plus understanding of how safety standards, regulatory certification (NEC / NFPA 70, IEEE, UL, FCC, IEC), and cross-functional design governance actually work.
    
- A professional engineering credential (US PE or an international equivalent such as CEng or EUR ING) and prior rubric, engineering-training curriculum, or design documentation authorship are a plus.

Electrical Engineering Writer

**Role Overview**

- Mercor is seeking senior civil engineering professionals to review evaluation tasks for AI systems operating in large-scale infrastructure and construction contexts.
    
- The workflows are calibrated to the design complexity, public safety stakes, and regulatory scope of major infrastructure projects and large public/private construction programs.
    
- This role reviews worlds on two standards tracks: an International track (Eurocodes and ISO) and a US track (ASCE, ACI, AISC, AASHTO). Experts qualified in either or both tracks are encouraged to apply.
    
- Reviewers assess civil engineering scenarios, reference outputs, and grading rubrics that capture how senior civil engineering leaders think.
    

**Key Responsibilities**

- Review civil engineering tasks, reference outputs, and supporting artifacts for technical accuracy, realism, and professional complexity.

- Independently check engineering calculations, design assumptions, analyses, and conclusions against the applicable standards track.

- Review design documentation and relevant CAD or simulation evidence to identify errors, omissions, and inconsistent assumptions.

- Evaluate grading rubrics for clarity, specificity, and whether they distinguish sound professional engineering judgment from generic textbook recall.

- Provide clear written feedback and verify that revisions resolve the identified issues.

**Ideal Qualifications**

- 5+ years working as a civil engineer or engineering lead
    
- Direct ownership of large-scale infrastructure designs, permitting processes, or construction project delivery.
    
- Fluency in civil engineering tooling and methodologies, plus understanding of how regulatory approvals, environmental review (NEPA or an international equivalent), and public agency oversight actually work.
    
- A recognized professional engineering credential is strongly preferred (US PE, or an international equivalent such as CEng, EUR ING, or P.Eng); prior rubric, engineering-training curriculum, or design documentation authorship is a plus.

Civil Engineer Reviewer

**Role Overview**

- Mercor is seeking senior civil engineering professionals to build evaluation tasks for AI systems operating in large-scale infrastructure and construction contexts.
    
- The workflows are calibrated to the design complexity, public safety stakes, and regulatory scope of major infrastructure projects and large public/private construction programs.
    
- This role builds worlds on two standards tracks: an International track (Eurocodes and ISO) and a US track (ASCE, ACI, AISC, AASHTO). Experts qualified in either or both tracks are encouraged to apply.
    
- Contributors design civil engineering scenarios, draft reference outputs, and write rubrics that capture how senior civil engineering leaders think.
    

**Key Responsibilities**

- Construct civil engineering scenarios spanning large-scale infrastructure design cycles, multi-stakeholder permitting and regulatory review, and complex construction management or public works processes.
    
- Build tasks across structural design and analysis, transportation and highway engineering, water resources and environmental engineering, geotechnical engineering, and construction project management.
    
- Develop engineering scenarios involving tools such as AutoCAD Civil 3D, Revit, STAAD.Pro/ETABS, HEC-RAS, and enterprise project management platforms used on major infrastructure programs.
    
- Apply civil engineering methodologies (structural load analysis, geotechnical site assessment, hydrology/hydraulic modeling) to the standards track a world targets (US: ASCE 7, ACI 318, AISC 360, AASHTO LRFD; International: Eurocodes EN 1990-1998 and ISO), and produce reference design plans, engineering calculations, and stakeholder/regulatory-facing technical narratives.
    
- Author rubrics that distinguish authentic civil engineering judgment from generic textbook or coursework-level recall.
    

**Ideal Qualifications**

- 5+ years working as a civil engineer or engineering lead
    
- Direct ownership of large-scale infrastructure designs, permitting processes, or construction project delivery.
    
- Fluency in civil engineering tooling and methodologies, plus understanding of how regulatory approvals, environmental review (NEPA or an international equivalent), and public agency oversight actually work.
    
- A recognized professional engineering credential is strongly preferred (US PE, or an international equivalent such as CEng, EUR ING, or P.Eng); prior rubric, engineering-training curriculum, or design documentation authorship is a plus.

Civil Engineering Writer

**Role Overview**

Mercor is seeking experienced network engineers to build and validate technical tasks for AI systems working with enterprise, data-center, and service-provider networks.

The work focuses on executable network configurations, reproducible simulated or emulated topologies, troubleshooting, and measurable verification. Contributors create the network artifacts and reference solutions behind each task and test whether a proposed configuration produces the required behavior.

**Key Responsibilities**

- Design realistic tasks involving routing, switching, network services, segmentation, access policies, redundancy, or performance.
    
- Build reproducible network topologies and device configurations using relevant tools such as containerlab, GNS3, EVE-NG, Mininet, ns-3, FRRouting, or equivalent platforms.
    
- Configure and debug scenarios involving technologies such as BGP, OSPF, VLANs, IPv4/IPv6, DNS, DHCP, NAT, VPNs, or firewalls, within your area of expertise.
    
- Develop automated checks for reachability, route selection, policy enforcement, isolation, convergence, failover, latency, throughput, and packet loss. Use tests of live behavior alongside configuration inspection.
    
- Produce reference configurations, traffic or failure scenarios, and verification scripts; validate both successful and deliberately incorrect cases.
    
- Package topology files, configuration dependencies, scripts, packet captures, and results so another engineer can reproduce the outcome.
    
- Review AI-generated configurations and diagnose the cause of failures. Use coding agents to support automation while independently validating network behavior.
    

**Ideal Qualifications**

- 5+ years of professional network engineering experience, with direct ownership of enterprise, data-center, cloud, or service-provider networks.
    
- Strong hands-on routing, switching, troubleshooting, and network-policy skills.
    
- Experience building network labs, simulations, or emulations and analyzing traffic with tools such as Wireshark, tcpdump, or iperf. Familiarity with every listed platform is not required.
    
- Ability to write and debug Python, shell, Ansible, or comparable automation for repeatable setup and verification.
    
- Sound judgment about protocol behavior, failure modes, measurement limitations, and differences between simulated and production networks.
    
- Clear technical communication. Relevant certifications such as CCNP, CCIE, or JNCIP, and experience with network test automation, are a plus.

**Compensation**

- Writers: $70–$80/hour.
- Reviewers: $90/hour.

Network Engineering & Simulation Expert — Hephaestus

**Role Overview**

Mercor is seeking experienced electrical engineers to build and validate technical tasks for AI systems working with circuits, power electronics, control systems, and electrical infrastructure. The work centers on executable engineering models, simulation, debugging, and measurable verification.

Contributors create the native engineering files and reference solutions behind each task, run the relevant analyses, and define checks that distinguish a working design from a plausible but incorrect result. Tasks may follow a US standards track (NEC / NFPA 70, NESC, IEEE) or an international track (IEC), as appropriate to the engineering problem.

**Key Responsibilities**

- Build realistic tasks in one or more specialties: circuit and PCB design, power electronics, power systems, embedded systems, or industrial controls.
- Create and debug schematics, SPICE netlists, component models, control logic, and other native technical artifacts needed to reproduce a task.
- Configure operating points, initial conditions, parameter sweeps, transient or steady-state analyses, and fault cases. Assess convergence, model assumptions, and the physical validity of results.
- Develop reference solutions and verification code that checks outputs such as voltage, current, efficiency, losses, timing, stability, protection behavior, and design constraints, with explicit units and tolerances.
- Package model files, dependencies, scripts, and results so another engineer can reproduce the work. Validate checks against both correct and deliberately incorrect cases.
- Review AI-generated engineering artifacts and diagnose failures in the design, simulation setup, or verifier. Use coding agents where helpful while independently checking their output.

**Ideal Qualifications**

- 5+ years of professional electrical engineering experience, with direct ownership of circuit designs, power systems, controls, or product validation.
- Recent hands-on experience with relevant tools such as KiCad, Altium, Cadence, SPICE/ngspice, MATLAB/Simulink, or equivalent engineering software. Expertise in every listed tool is not required.
- Ability to write, inspect, and debug Python or comparable scripts for simulation automation, data analysis, and numerical checks.
- Sound judgment about component behavior, numerical accuracy, safety margins, and applicable standards; ability to distinguish simulation predictions from measured laboratory evidence.
- Clear technical writing and a disciplined approach to documenting assumptions, reproducibility, and failure modes.
- A professional engineering credential and experience with test automation, engineering training, or evaluation design are a plus.

**Compensation**

- Writers: $70–$80/hour.
- Reviewers: $90/hour.

Electrical Engineering & Simulation Expert — Hephaestus

**Role Overview**

Mercor is seeking experienced mechanical engineers to build and validate technical tasks for AI systems working on product design, engineering analysis, and simulation. The work focuses on native CAD and analysis artifacts, physically sound models, reproducible solver runs, and measurable design outcomes.

Contributors develop tasks within their specialties, including CAD and assemblies, structural or thermal analysis, fluid mechanics, and manufacturing engineering. CAD evaluation, finite-element analysis, and computational fluid dynamics are distinct workflows; the modeling and verification method should fit the task.

**Key Responsibilities**

- Create realistic engineering problems with native geometry, assemblies, materials, loads, boundary conditions, and design requirements.
- Build and debug analysis models in relevant areas such as stress and deformation, thermal behavior, vibration, or fluid flow. For simulation tasks, assess mesh quality, convergence, sensitivity, and physical consistency.
- Produce reference solutions and reproducible CAD, FEA, or CFD workflows using tools appropriate to the problem, such as SolidWorks, FreeCAD, CATIA, ANSYS, CalculiX, OpenFOAM, or equivalents.
- Define checks for dimensions, assembly relationships, mass properties, manufacturability, stress, displacement, temperature, pressure drop, or other relevant outputs. Apply numerical checks, artifact inspection, and engineering judgment where each is appropriate.
- Package native files, solver settings, scripts, and results; document assumptions and limitations so another engineer can reproduce the work.
- Validate reference outcomes and incorrect cases, review AI-generated artifacts, and diagnose whether failures arise from the design, model setup, numerical method, or verification logic.
- Apply relevant standards and methods, including ASME or ISO, GD&T, DFM/DFA, and reliability analysis.

**Ideal Qualifications**

- 5+ years of professional mechanical engineering experience, with direct ownership of product designs, engineering analysis, manufacturing processes, or validation.
- Recent hands-on depth in one or more relevant CAD, FEA, CFD, or thermal-analysis workflows. Expertise across all specialties or all named packages is not required.
- Ability to automate analysis or inspect results using Python, MATLAB, shell scripts, or comparable tools, with coding-agent assistance where useful.
- Strong judgment about model fidelity, material behavior, boundary conditions, numerical convergence, and physical plausibility.
- Clear technical communication and a disciplined approach to reproducible engineering work.
- A professional engineering credential and prior test automation, design documentation, or engineering-training experience are a plus.

**Compensation**

- Writers: $70–$80/hour.
- Reviewers: $90/hour.

Mechanical Engineering & Simulation Expert — Hephaestus

**About the role**

We're looking for senior concierges, lifestyle managers and luxury travel advisors who recommend places to high-net-worth clients for a living. You'll bring the judgment a seasoned concierge uses every day to help shape the next generation of travel and hospitality recommendations.

**What you'll do**

- Apply your firsthand knowledge of restaurants, hotels and experiences in the cities you know best
- Use your professional judgment on what makes a recommendation right for a discerning client
- Share the insider perspective that only comes from years of curating experiences for demanding guests

**Who we're looking for**

- Experience as a hotel concierge, lifestyle manager, private concierge or luxury travel advisor
- Strong, current knowledge of the restaurants, hotels and experiences in the cities you know best
- Based in the US

**Details**

- Remote, flexible hours, paid hourly
- Short, well-defined tasks with clear guidelines

Lifestyle & Travel Concierge Expert

Mercor is recruiting **US-based loan underwriters and loan officers** for an **academic research study** run by researchers at **Stanford University**.

This is a **survey study, not data labeling or annotation**: you'll share your professional judgment and experience through online surveys.

### Who can take part

- You are **based in the United States**
    
- You work (or have recently worked) as a **loan underwriter or loan officer**
    
- You have **at least 3–4 years of experience in lending** — more experience is a plus
    

### What you'll be asked to do

- Complete **1–2 online surveys**, each about **one hour** long
    
- Answer questions drawing on your professional experience with loans
    

### Engagement details

- **Format:** Online surveys
    
- **Time commitment:** About 1 hour per survey (1–2 surveys in total)
    
- **Compensation:** $70 per completed survey, paid once on completion
    
- **Start:** A small pilot group goes first, followed by a larger study
    

### Why participate

- Contribute to Stanford research using your lending expertise
    
- Short and fully remote

Loan Underwriter / Loan Officer — Paid Research Survey (US)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking talented open-source maintainers and core contributors with deep, hands-on ownership of a mature, widely used open-source codebase to bring real-world engineering and code review judgment and elevate the quality of our AI training data. The role requires 30–40 hours per week, with flexible scheduling. Most work is asynchronous and can be done in the evenings or on weekends, with occasional meetings with the lab's researchers as needed.

You'll be engaged through Cincinnatus LLC, with the opportunity to be placed at a leading AI lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in software engineering, code review, and open-source maintenance topics.
    
- Design challenging, realistic engineering tasks grounded in the open-source codebase the expert knows best, such as the features, refactors and bug fixes a maintainer would assign, and write accurate, well-structured reference solutions.
    
- Evaluate AI-written code, tests and grading rubrics against the repository's architecture, conventions and quality bar, and provide clear, written technical feedback.
    
- Build, run and test the project locally, including with Docker, to confirm that tasks, solutions and tests behave as intended.
    
- Write precise rationales that explain what a strong solution looks like and where AI-generated changes fall short.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- Maintainer (named in MAINTAINERS or CODEOWNERS, or 10+ PR reviews in the last 12 months) or core contributor (3+ substantive merged PRs in the last 12 months) of a widely used open-source project.
    
- The repository is 2+ years old, has real users and an active code review culture, and is primarily human-written.
    
- Years of sustained open-source contributions, with a public history that can be verified against the candidate's own GitHub account.
    
- Senior-level code review judgment, including the ability to critically assess AI-written code, tests and edge cases.
    
- Hands-on ability to build and run the project and its test suite locally, including with Docker.
    
- Ability to commit 30–40 hours/week as your primary work focus, with availability for occasional meetings with the lab's researchers. Given that time commitment, this role isn't a fit alongside a full-time job.
    
- Exclusivity: no work with another AI lab or AI training company, including other Mercor projects, during the engagement.
    
- Authorized to work in the country you live in.
    
- Able to complete any necessary background checks and confidentiality agreements before starting, and to work on a company-provided device to protect the security of information.
    
- Writes all rationales and feedback personally, in their own words.
    
- Strong written communication skills and the ability to explain complex technical decisions clearly.
    

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing employment, payroll, benefits, and compliance, while placing professionals directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Open Source Maintainer / Core Contributor – Software Engineer

Mercor is partnering with a leading AI research lab to engage experienced **Market Research, Consumer Insights, and Marketing Strategy professionals** to act as **end-users of a cutting-edge AI product**. In this role, you will interact with the product as if you were using it in your day-to-day work—evaluating outputs, providing feedback, and helping improve how the system supports real-world decision-making.

* * *

### **What You’ll Do**

- Use an AI-powered product designed for:
    
    - Market research synthesis
        
    - Consumer insights generation
        
    - Marketing strategy recommendations
        
- Evaluate outputs from an **end-user perspective**, focusing on:
    
    - Relevance and usefulness of insights
        
    - Strategic quality and business applicability
        
    - Clarity, structure, and actionability
        
- Provide structured feedback and annotations on:
    
    - What works well vs. what doesn’t
        
    - Gaps, inaccuracies, or missing context
        
    - How outputs could be improved for real-world use
        
- Simulate real workflows (e.g., reviewing reports, validating insights, making decisions based on outputs)
    

* * *

### **Who We’re Looking For**

We are seeking professionals who regularly **consume, interpret, and act on market research and insights**, such as:

- Market Research Analysts / Managers / Directors
    
- Consumer Insights Managers / Leads
    
- Marketing Strategy / Brand Managers
    
- Product Marketing / Growth professionals with strong research exposure
    

**Requirements:**

- 3+ years of experience in market research, insights, or marketing strategy
    
- Current or recent experience at a **Fortune 1000 company, top consulting firm, or leading agency**
    
- Hands-on experience using insights to drive decisions (not just producing reports)
    
- Familiarity with:
    
    - Consumer research, segmentation, or survey analysis
        
    - Market sizing, competitive intelligence, or trend analysis
        
    - Translating insights into business or marketing strategy
        
- Strong critical thinking and ability to give clear, actionable feedback
    
- Fluent in English
    

* * *

### **Why Join**

- Influence how next-generation AI products are designed for real business users
    
- Act as a **true end-user voice** in shaping product quality and usability
    
- Flexible, low-commitment opportunity alongside your current role
    
- Opportunity for future product testing and feedback engagements

Market Research & Insights Experts

**About the Role**
Mercor is partnering with a leading AI lab to train frontier models on high-quality legal reasoning data. We're hiring US patent attorneys with prosecution and/or litigation experience for a focused evaluation project. You'll review model-generated work product on patent matters, judge its quality, and mark legal, technical, factual and citation errors directly in the materials.

**What You'll Do**

- Review patent-related outputs (prosecution and/or litigation work product) and assess their quality against defined dimensions

- Annotate inline, flagging legal, technical, factual, claim-construction and citation errors

- Provide clear, well-reasoned explanations for each judgment

- Complete all assigned reviews within the review window

- Attend a short onboarding session before kickoff

**You're a Good Fit If You**

- Are admitted to practice in at least one US state (active bar membership)

- Have 3+ years of US patent practice — patent **prosecution** (drafting/prosecuting applications before the USPTO) and/or patent **litigation** (infringement, validity, claim construction)

- For prosecution work: are **registered to practice before the USPTO** (patent bar, registration number)

- Hold a technical or scientific degree (engineering, computer science, life sciences, chemistry, physics or similar)

- Hold a J.D. from an ABA-accredited law school

- Write clearly and pay close attention to detail

**Bonus Qualifications**

- USPTO registration number (patent bar)

- Experience at an AmLaw 100 firm or a leading patent boutique

- Federal Circuit or district-court patent clerkship

- Prior data annotation, AI evaluation or legal-benchmark experience, including prior legal AI projects with Mercor

**Role Highlights**

- Time commitment: approximately 12–15 hours total, within a defined review window

- Immediately required

- You must complete all required reviews, as the project design depends on every attorney finishing the full set

US Patent Attorney — Prosecution & Litigation

**Help define how frontier AI models reason about mathematics.**

## 1\. Overview

We are looking for senior mathematicians to improve how frontier AI models reason about real mathematical research.

Your mathematical judgment is the substance of this role. You will review the quality of mathematical reasoning tasks and model outputs, write the problem specifications and reference solutions and proofs that define what "correct" looks like, and design benchmarks that show whether a model is genuinely improving. We are looking for a practicing specialist rather than a generalist.

This role is fully remote.

## 2\. Key Responsibilities

- **Expert review:** Assess mathematical tasks and model outputs, catching gaps in proofs, unjustified steps, incorrect generalizations, and arguments that read well but would not survive peer review.
- **Problem specs and reference solutions:** Write precise problem statements and rigorous reference solutions and proofs that reflect how research mathematics is actually done.
- **Benchmarks:** Design challenging, research-level problems and evaluation sets in your area of specialization.
- **Calibration:** Work with other researchers and experts in adjacent fields to turn tacit expert judgment into explicit, teachable criteria.

## 3\. Core Qualifications

- **Education:** PhD in mathematics, applied mathematics, statistics, operations research, or a closely related field.
- **Seniority:** A faculty appointment, principal investigator, staff or senior scientist, or an equivalent senior research role at a university, national laboratory, or research organization.
- **Domain depth:** Genuine specialization in at least one area, for example analysis and PDE, algebra and number theory, geometry and topology, probability and statistics, or applied mathematics and optimization.
- **Research record:** A strong peer-reviewed publication record. Recognition such as competitive fellowships or awards is a plus.
- **AI fluency:** Hands-on use of large language models in your work, and the judgment to tell a sound argument from a plausible-sounding wrong one.
- **Communication:** Excellent written communication and the ability to give precise, well-structured feedback.
- **Location:** Based in the United States.

Mathematics Domain Expert

**Help define how frontier AI models reason about biology and the life sciences.**

## 1\. Overview

We are looking for senior biologists and life scientists to improve how frontier AI models reason about real life sciences research.

Your scientific judgment is the substance of this role. You will review the quality of life sciences reasoning tasks and model outputs, write the problem specifications and reference solutions that define what "correct" looks like, and design benchmarks that show whether a model is genuinely improving. We are looking for a practicing specialist rather than a generalist.

This role is fully remote.

## 2\. Key Responsibilities

- **Expert review:** Assess life sciences tasks and model outputs, catching mechanistic hand-waving, unsupported causal claims, flawed experimental design, and answers that read well but would not survive peer review.
- **Problem specs and reference solutions:** Write precise problem statements and rigorous reference solutions that reflect how life sciences research is actually done.
- **Benchmarks:** Design challenging, research-level problems and evaluation sets in your area of specialization.
- **Calibration:** Work with other researchers and experts in adjacent fields to turn tacit expert judgment into explicit, teachable criteria.

## 3\. Core Qualifications

- **Education:** PhD in biochemistry, molecular or cell biology, genetics, immunology, neuroscience, or a closely related life science.
- **Seniority:** A faculty appointment, principal investigator, staff or senior scientist, or an equivalent senior research role at a university, academic medical center, national laboratory, or research organization.
- **Domain depth:** Genuine specialization in at least one area, for example molecular and cell biology, biochemistry and structural biology, immunology, genetics and genomics, neuroscience, or ecology and evolution.
- **Research record:** A strong peer-reviewed publication record. Recognition such as competitive fellowships or awards is a plus.
- **AI fluency:** Hands-on use of large language models in your work, and the judgment to tell a sound argument from a plausible-sounding wrong one.
- **Communication:** Excellent written communication and the ability to give precise, well-structured feedback.
- **Location:** Based in the United States.

Biology & Life Sciences Domain Expert

**Help define how frontier AI models reason about chemistry.**

## 1\. Overview

We are looking for senior chemists to improve how frontier AI models reason about real chemistry research.

Your scientific judgment is the substance of this role. You will review the quality of chemistry reasoning tasks and model outputs, write the problem specifications and reference solutions that define what "correct" looks like, and design benchmarks that show whether a model is genuinely improving. We are looking for a practicing specialist rather than a generalist.

This role is fully remote.

## 2\. Key Responsibilities

- **Expert review:** Assess chemistry tasks and model outputs, catching implausible mechanisms, infeasible reactions, stoichiometric and thermodynamic errors, misread spectra, and answers that read well but would not survive peer review.
- **Problem specs and reference solutions:** Write precise problem statements and rigorous reference solutions that reflect how research chemistry is actually done.
- **Benchmarks:** Design challenging, research-level problems and evaluation sets in your area of specialization.
- **Calibration:** Work with other researchers and experts in adjacent fields to turn tacit expert judgment into explicit, teachable criteria.

## 3\. Core Qualifications

- **Education:** PhD in chemistry, chemical engineering, or a closely related field.
- **Seniority:** A faculty appointment, principal investigator, staff or senior scientist, or an equivalent senior research role at a university, national laboratory, or research organization.
- **Domain depth:** Genuine specialization in at least one area, for example organic and synthetic chemistry, physical and computational chemistry, inorganic and materials chemistry, analytical chemistry, or chemical biology.
- **Research record:** A strong peer-reviewed publication record. Recognition such as competitive fellowships or awards is a plus.
- **AI fluency:** Hands-on use of large language models in your work, and the judgment to tell a sound argument from a plausible-sounding wrong one.
- **Communication:** Excellent written communication and the ability to give precise, well-structured feedback.
- **Location:** Based in the United States.

Chemistry Domain Expert

**Help define how frontier AI models reason about physics.**

## 1\. Overview

We are looking for senior physicists to improve how frontier AI models reason about real physics research.

Your scientific judgment is the substance of this role. You will review the quality of physics reasoning tasks and model outputs, write the problem specifications and reference solutions that define what "correct" looks like, and design benchmarks that show whether a model is genuinely improving. We are looking for a practicing specialist rather than a generalist.

This role is fully remote.

## 2\. Key Responsibilities

- **Expert review:** Assess physics tasks and model outputs, catching flawed derivations, unjustified approximations, dimensional and limit errors, and answers that read well but would not survive peer review.
- **Problem specs and reference solutions:** Write precise problem statements and rigorous reference solutions that reflect how research physics is actually done.
- **Benchmarks:** Design challenging, research-level problems and evaluation sets in your area of specialization.
- **Calibration:** Work with other researchers and experts in adjacent fields to turn tacit expert judgment into explicit, teachable criteria.

## 3\. Core Qualifications

- **Education:** PhD in physics, astrophysics, applied physics, or a closely related field.
- **Seniority:** A faculty appointment, principal investigator, staff or senior scientist, or an equivalent senior research role at a university, national laboratory, or research organization.
- **Domain depth:** Genuine specialization in at least one area, for example condensed matter, high-energy or particle physics, astrophysics and cosmology, atomic, molecular, optical and quantum physics, or statistical and computational physics.
- **Research record:** A strong peer-reviewed publication record. Recognition such as competitive fellowships or awards is a plus.
- **AI fluency:** Hands-on use of large language models in your work, and the judgment to tell a sound argument from a plausible-sounding wrong one.
- **Communication:** Excellent written communication and the ability to give precise, well-structured feedback.
- **Location:** Based in the United States.

Physics Domain Expert

Mercor is seeking a **senior business strategy expert with deep experience in the luxury automotive sector** (e.g., Ferrari, Lamborghini, Porsche, Bentley, Rolls-Royce, Aston Martin, McLaren, Maserati) for a short, focused advisory engagement. You will review **strategy materials, market insights, and recommendations** and give a candid, C-suite-level perspective on how executives at leading luxury automakers would react to them.

## Key Responsibilities

- Review strategy materials, including market insights, analyses, and strategic recommendations related to the luxury automotive space.
    
- Assess the materials through the lens of a **C-suite executive at a luxury automaker**: would a CEO, CFO, CMO, or Chief Strategy Officer find this compelling, credible, and actionable?
    
- Identify **logical gaps, red flags, unsupported assumptions, and internal inconsistencies** across the insights and recommendations.
    
- Flag where recommendations conflict with how luxury automotive businesses actually operate, e.g. brand scarcity and exclusivity, production volume discipline, pricing power, personalisation and bespoke programs, dealer and client relationships, residual values, electrification strategy, and brand heritage.
    
- Point out what is missing: considerations a luxury auto leadership team would expect to see addressed.
    
- Deliver clear, structured written feedback (and optionally a short debrief call) summarising key strengths, concerns, and suggested improvements.
    

## Required Qualifications

- **10+ years of experience in business strategy**, with substantial, demonstrable focus on the **luxury automotive** sector.
    
- One or more of the following backgrounds:
    
    - **Partner, Principal, Associate Partner, or senior consultant at a top strategy firm** (McKinsey, BCG, Bain, or comparable) with clear past casework for luxury or premium automotive clients.
        
    - **Senior leadership or strategy role at a luxury automaker** (e.g., corporate strategy, brand, commercial, product planning, or executive office).
        
    - Senior advisor or board-level experience with luxury automotive or adjacent ultra-luxury brands.
        
- Strong understanding of how luxury automotive executives make decisions, including brand positioning, volume and allocation strategy, pricing, customer experience, and long-term brand equity.
    
- Proven ability to critically review strategy documents and give sharp, structured, executive-ready feedback.
    
- Excellent written communication in English.
    

## Preferred Qualifications

- Direct experience working at or advising brands such as **Ferrari, Lamborghini, Porsche, Bentley, Rolls-Royce, Aston Martin, McLaren, or Bugatti**.
    
- Exposure to adjacent luxury categories (fashion, watches, yachts, private aviation) and how luxury brand principles carry across them.
    
- Experience presenting to or working alongside C-suite executives and boards.
    
- Familiarity with current industry dynamics such as electrification, ultra-high-net-worth client trends, regional demand (US, Europe, Middle East, China), and personalisation programs.
    

## Why Join

- Apply your luxury automotive strategy expertise to a focused, high-impact advisory project.
    
- Shape strategic thinking that will be put in front of senior decision-makers.
    
- Flexible, remote, well-scoped engagement that fits around your existing commitments.

Luxury Automotive Strategy Expert

**Join a high-scale consumer platform team as a Senior Backend Engineer, building the services behind digital experiences used by millions of people every day.**

# 1\. Overview

We're partnering with a large enterprise technology organization to place a Senior Software Engineer on a platform team that powers its core customer-facing experiences across web and mobile. The team works across Engineering, UX, Product, Business, and Analytics to ship fast, iterate through continuous experimentation and customer feedback, and integrate advanced capabilities such as Generative AI into production services. We're seeking senior backend engineers with hands-on Node.js, TypeScript, and Rust experience and a deep understanding of how the web works at scale. This is a full-time commitment of 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed within a leading enterprise client's engineering organization as part of their extended workforce.

# 2\. Key Responsibilities

- Lead delivery of scoped features through collaborative engineering teams, keeping work aligned with platform and system objectives.
    
- Design, develop, test, and maintain high-quality, efficient services in Node.js, TypeScript, and Rust, across the full software lifecycle and CI/CD.
    
- Build and optimize server-to-server integrations and API layers (REST and GraphQL) that serve high-traffic, customer-facing applications.
    
- Integrate AI/ML capabilities into product services and use generative AI tools to improve engineering productivity.
    
- Contribute to solution design, conduct code reviews, and apply best practices for scalable, secure, and maintainable systems.
    
- Monitor application performance, support defect resolution, and drive continuous improvement.
    
- Mentor peers and contribute to knowledge sharing and engineering excellence across the team.
    

# 3\. Core Qualifications

- 5+ years of professional software engineering experience (or a Bachelor's degree in Computer Science or a related field and 3+ years), building production systems at a recognized, high-scale organization.
    
- Hands-on production coding experience in Node.js and TypeScript on the backend.
    
- Hands-on coding experience in Rust, in production services, performance-critical modules, or substantial systems work.
    
- Strong web fundamentals: HTTP semantics, cookies, headers, caching, sessions, and server-to-server communication patterns (auth between services, timeouts, retries).
    
- Experience building or operating high-traffic, consumer-facing web platforms.
    
- Experience with GraphQL on Node.js (schema design, resolvers, federation) is a plus.
    
- Familiarity with web accessibility standards is a plus.
    
- Demonstrable career progression to senior-level ownership.
    
- Ability to engage reliably for at least 40 hours/week during weekdays.
    
- Excellent written and verbal communication skills, and the ability to explain complex technical concepts clearly to broad audiences.
    

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Senior Software Engineer, Backend (Node.js, TypeScript, Rust)

Mercor is seeking experienced Spanish (Spain) Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Peninsular Spanish-language tasks and on curating high-quality Spanish linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Spanish text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Spanish content to meet linguistic and cultural standards for Spain.
    
- Annotate Spanish text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Spanish (Spain), with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Spanish.
    
- Strong understanding of Peninsular Spanish nuances, regional variations, register, and context-appropriate usage, including how it differs from Latin American Spanish.
    
- Professional fluency in English.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Spanish (Spain) Linguistic Expert

## About this opportunity

Mercor is inviting participants to contribute their wellness, fitness, and connected medical records to support research aimed at improving AI-powered healthcare technology.

This is a **fully remote, one-time contribution,** not an ongoing role.

Most people finish in under 30 minutes, all in one sitting.

## What you will do

1. Create a Mercor Profile
    
2. Complete a short **eligibility pre-screen** and sign the consent agreement
    
3. Follow simple instructions to securely export and upload your Apple Health data
    
4. Optionally add your Clinical Notes for additional compensation
    

## Who qualifies

- You are **18 years or older** and living in an eligible U.S. state
    
- You own an iPhone
    
- Willing to share your data for research, subject to your consent
    

Some US states are not eligible for this study. The pre-screen will tell you straight away whether you qualify.

## Your data and your privacy

Your privacy matters to us, and we take steps to protect your personal information.

- **Your identity is protected:** Personal identifiers are de-identified before data is shared with our research client
    
- **Your data is securely stored:** Information is encrypted and accessible only to authorized personnel
    
- **You're in control:** Participation is voluntary, and you can choose not to proceed before submitting
    

Your data is used only for the purposes outlined in your consent agreement.

## Payment

You are paid per **accepted** submission, once your upload has been reviewed. There is no hourly commitment.

(US Only) iPhone Users: Earn Money for Sharing Your Fitness Data

Mercor is hiring on behalf of a leading AI research lab developing next-generation clinical AI systems. We're seeking experienced Certified Pharmacy Technicians (CPhT) to support the development of AI-powered prior authorisation workflows by reviewing medication-related clinical content and evaluating AI-generated responses for accuracy, safety, clarity, and completeness. This role is ideal for pharmacy technicians with strong medication management and pharmacy operations experience who are interested in contributing to cutting-edge healthcare AI.

**What You'll Do**

- Answer medication-related clinical questions using patient context, source materials, and labelling guidelines.
    
- Review AI-generated responses for clinical accuracy, safety, clarity, completeness, and evidence support.
    
- Correct inaccurate or incomplete responses and provide structured annotations and written feedback.
    
- Identify and escalate cases involving insufficient evidence, conflicting guidance, unclear clinical context, or patient safety concerns.
    
- Apply project rubrics and quality standards consistently while participating in calibration and feedback sessions.
    

**Representative topics include:**

- Medication history
    
- Prior authorisation requirements
    
- Medication indications
    
- Dosing information
    
- Contraindications
    
- Drug interactions
    
- Supporting clinical documentation
    
- Pharmacy workflows
    

**Qualifications**

- Certified Pharmacy Technician (CPhT) or equivalent pharmacy technician experience.
    
- Hands-on experience with medications, prescriptions, pharmacy operations, and prior authorisation workflows.
    
- Strong understanding of medication safety, drug interactions, and pharmacy best practices.
    
- Excellent written communication skills and strong attention to detail.
    
- Comfortable following structured annotation guidelines.
    
- Available for 30–40 hours per week during the project.
    

**Preferred Experience**

- Prior authorisation or speciality pharmacy
    
- Medication access programs
    
- Epic, Cerner, or other electronic health record (EHR) systems
    
- Clinical quality assurance
    
- AI evaluation, clinical content review, or healthcare data annotation
    
- 340B or medication assistance programs
    

**What Success Looks Like**

- Consistently accurate, evidence-based clinical annotations and reviews.
    
- High agreement with project quality standards.
    
- Reliable throughput and timely delivery.
    
- Clear identification and escalation of safety-critical or ambiguous cases.
    
- Rapid incorporation of calibration feedback.

Certified Pharmacy Technician (CPhT)

Mercor is hiring on behalf of a leading AI research lab developing next-generation clinical AI systems. We're seeking experienced, licensed US Pharmacists to help improve AI-powered prior authorisation workflows by answering medication-related clinical questions and reviewing AI-generated responses for clinical accuracy, safety, clarity, and completeness. This is an opportunity to apply your clinical expertise to real-world healthcare AI while helping build safer, more reliable clinical decision-support systems.

**What You'll Do**

- Answer medication-related clinical questions using patient context, source materials, and labelling guidelines.
    
- Review AI-generated responses for clinical accuracy, safety, clarity, completeness, and evidence support.
    
- Correct inaccurate or incomplete responses and provide structured annotations and written feedback.
    
- Identify and escalate cases involving insufficient evidence, conflicting guidance, unclear clinical context, or patient safety concerns.
    
- Apply project rubrics and quality standards consistently while participating in calibration and feedback sessions.
    

**Representative topics include:**

- Medication indications
    
- Dosing recommendations
    
- Contraindications
    
- Drug interactions
    
- Treatment history
    
- Prior authorisation criteria
    
- Supporting clinical documentation
    

**Qualifications**

- Active US Pharmacist licence (PharmD or equivalent).
    
- Strong experience with medications, pharmacy workflows, and clinical decision-making.
    
- Excellent understanding of drug interactions, contraindications, and prescribing guidelines.
    
- Strong written communication skills and attention to detail.
    
- Comfortable following structured annotation guidelines.
    
- Available for 30–40 hours per week during the project.
    

**Preferred Experience**

- Prior authorisation or speciality pharmacy
    
- Managed care or medication access
    
- Epic, Cerner, or other electronic health record (EHR) systems
    
- Clinical quality assurance
    
- AI evaluation, clinical content review, or healthcare data annotation
    
- 340B or medication assistance programs
    

**What Success Looks Like**

- Consistently accurate, evidence-based clinical reviews.
    
- High agreement with project quality standards.
    
- Reliable throughput and timely delivery.
    
- Clear identification and escalation of safety-critical or ambiguous cases.
    
- Rapid incorporation of calibration feedback.

Licensed US Pharmacist

We are looking for generalist experts, who are regularly use web search.

**What you'll do**

- Do daily search queries, and rate the results.
    
- Complete a set of queries each day, within the day they're assigned.
    
- Leave short notes/annotations.
    

**Who we're looking for**

- Everyday web users who can judge whether a page answers their question.
    
- People with deep interest or expertise in specific areas, like basketball or reality TV.
    
- Strong written English; other languages are a plus.
    
- Careful, consistent and detail-oriented.
    

**Good to know**

- Before you start, you'll fill out a short background survey (age, location, languages, education, interests and similar).

Search Generalist

Mercor is seeking experienced Vietnamese Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Vietnamese-language tasks and on curating high-quality Vietnamese linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Vietnamese text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Vietnamese content to meet linguistic and cultural standards.
    
- Annotate Vietnamese text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Vietnamese, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Vietnamese.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Vietnamese Linguistic Experts

Mercor is seeking experienced Indonesian Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Indonesian-language tasks and on curating high-quality Indonesian linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Indonesian text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Indonesian content to meet linguistic and cultural standards.
    
- Annotate Indonesian text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Indonesian, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Indonesian.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Indonesian Linguistic Experts

Mercor is seeking experienced Malay Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Malay-language tasks and on curating high-quality Malay linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Malay text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Malay content to meet linguistic and cultural standards.
    
- Annotate Malay text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Malay, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Malay.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Malay Linguistic Experts

Mercor is seeking experienced Japanese Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Japanese-language tasks and on curating high-quality Japanese linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Japanese text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Japanese content to meet linguistic and cultural standards.
    
- Annotate Japanese text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Japanese, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Japanese.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Japanese Linguistic Experts

Mercor is seeking experienced Chinese Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Chinese-language tasks and on curating high-quality Chinese linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Chinese text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Chinese content to meet linguistic and cultural standards.
    
- Annotate Chinese text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Chinese, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Chinese.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Chinese Linguistic Experts

Mercor is seeking experienced Telugu Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Telugu-language tasks and on curating high-quality Telugu linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Telugu text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Telugu content to meet linguistic and cultural standards.
    
- Annotate Telugu text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Telugu, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Telugu.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Telugu Linguistic Experts

Mercor is seeking experienced Hindi Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Hindi-language tasks and on curating high-quality Hindi linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Hindi text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Hindi content to meet linguistic and cultural standards.
    
- Annotate Hindi text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Hindi, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Hindi.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Hindi Linguistic Experts

Mercor is seeking experienced Arabic Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Arabic-language tasks and on curating high-quality Arabic linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Arabic text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Arabic content to meet linguistic and cultural standards.
    
- Annotate Arabic text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Arabic, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Arabic.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Arabic Linguistic Experts

Mercor is seeking experienced Turkish Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Turkish-language tasks and on curating high-quality Turkish linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Turkish text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Turkish content to meet linguistic and cultural standards.
    
- Annotate Turkish text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Turkish, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Turkish.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Turkish Linguistic Experts

Mercor is seeking experienced Russian Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Russian-language tasks and on curating high-quality Russian linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Russian text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Russian content to meet linguistic and cultural standards.
    
- Annotate Russian text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Russian, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Russian.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Russian Linguistic Experts

Mercor is seeking experienced German Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in German-language tasks and on curating high-quality German linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated German text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite German content to meet linguistic and cultural standards.
    
- Annotate German text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in German, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in German.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

German Linguistic Experts

Mercor is seeking experienced Portuguese Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Portuguese-language tasks and on curating high-quality Portuguese linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Portuguese text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Portuguese content to meet linguistic and cultural standards.
    
- Annotate Portuguese text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Portuguese, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Portuguese.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Portuguese Linguistic Experts

Mercor is seeking experienced Spanish Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in Spanish-language tasks and on curating high-quality Spanish linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated Spanish text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite Spanish content to meet linguistic and cultural standards.
    
- Annotate Spanish text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in Spanish, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in Spanish.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

Spanish Linguistic Experts

Mercor is seeking experienced English Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in English-language tasks and on curating high-quality English linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated English text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite English content to meet linguistic and cultural standards.
    
- Annotate English text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in English, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in English.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

English Linguistic Experts

Mercor is seeking experienced French Linguistic Experts to join a cutting-edge AI research project in partnership with a leading research lab. This role centers on evaluating how effectively a large language model (LLM) performs in French-language tasks and on curating high-quality French linguistic data to train and improve the model's understanding and generation capabilities.

**Key Responsibilities:**

- Evaluate the quality and accuracy of LLM-generated French text across various use cases (e.g., translation, summarization, dialogue, grammar correction).
    
- Edit, refine, or rewrite French content to meet linguistic and cultural standards.
    
- Annotate French text for grammatical, syntactic, and semantic features.
    
- Identify model errors and language gaps, and collaborate with AI researchers to improve LLM performance.
    
- Provide detailed linguistic feedback and analysis to guide ongoing model training efforts.
    

**You're a strong fit if you have:**

- Native or near-native fluency in French, with excellent command over grammar, syntax, and stylistics.
    
- Professional experience in translation, editing, linguistic annotation, or NLP data work in French.
    
- Strong understanding of linguistic nuances, regional variations, and context-appropriate usage.
    
- Interest in AI and LLM-driven language technologies (preferred but not required).
    
- Excellent attention to detail and ability to spot subtle errors or unnatural phrasing.
    
- Clear communication skills and experience working in distributed, remote teams.
    

**Why Join**

- Contribute to cutting-edge AI research in partnership with a leading research lab.
    
- Work on high-impact projects that directly support the development of advanced AI systems.
    
- Gain hands-on exposure to state-of-the-art AI research and development.
    
- Join a fast-moving project where your expertise and judgment can have a meaningful impact.

French Linguistic Experts

Mercor is hiring board-certified radiologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in radiology.

**Key Responsibilities**

- Evaluate AI answers to radiology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABR Diagnostic Radiology** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Radiologist

Mercor is hiring board-certified cardiologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in cardiology.

**Key Responsibilities**

- Evaluate AI answers to cardiology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABIM Cardiovascular Disease** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Cardiologist

Mercor is hiring board-certified orthopedic surgeons (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in orthopedic surgery.

**Key Responsibilities**

- Evaluate AI answers to orthopedic surgery questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABOS Orthopaedic Surgery** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Orthopedic Surgeon

Mercor is hiring board-certified general surgeons (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in general surgery.

**Key Responsibilities**

- Evaluate AI answers to general surgery questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABS General Surgery** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

General Surgeon

Mercor is hiring board-certified obstetrician-gynecologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in obstetrics and gynecology.

**Key Responsibilities**

- Evaluate AI answers to obstetrics and gynecology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABOG Obstetrics and Gynecology** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Obstetrician-Gynecologist (OB/GYN)

Mercor is hiring board-certified neurologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in neurology.

**Key Responsibilities**

- Evaluate AI answers to neurology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABPN Neurology** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Neurologist

Mercor is hiring board-certified rheumatologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in rheumatology.

**Key Responsibilities**

- Evaluate AI answers to rheumatology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABIM Rheumatology** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Rheumatologist

Mercor is hiring board-certified nephrologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in nephrology.

**Key Responsibilities**

- Evaluate AI answers to nephrology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABIM Nephrology** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Nephrologist

Mercor is hiring board-certified infectious disease physicians (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in infectious disease.

**Key Responsibilities**

- Evaluate AI answers to infectious disease questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABIM Infectious Disease** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Infectious Disease Physician

Mercor is hiring board-certified endocrinologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in endocrinology.

**Key Responsibilities**

- Evaluate AI answers to endocrinology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABIM Endocrinology, Diabetes and Metabolism** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Endocrinologist

Mercor is hiring board-certified ophthalmologists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in ophthalmology.

**Key Responsibilities**

- Evaluate AI answers to ophthalmology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABO Ophthalmology** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Ophthalmologist

Mercor is hiring board-certified otolaryngologists (ENT) (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in otolaryngology.

**Key Responsibilities**

- Evaluate AI answers to otolaryngology questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABOto Otolaryngology – Head and Neck Surgery** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Otolaryngologist (ENT)

Mercor is hiring board-certified geriatricians (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in geriatric medicine.

**Key Responsibilities**

- Evaluate AI answers to geriatric medicine questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABIM or ABFM Geriatric Medicine** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Geriatrician

Mercor is hiring board-certified psychiatrists (MDs and DOs) to evaluate health AI models in partnership with a leading AI lab.

You will read de-identified patient charts and judge AI answers to clinical questions in psychiatry.

**Key Responsibilities**

- Evaluate AI answers to psychiatry questions for clinical accuracy, safety and alignment with current standards of care
- Check each answer against the patient chart and decide which of two responses is stronger
- Write structured rationales on clinical rigor, completeness and clarity
- Flag errors that could compromise patient safety

**Required Qualifications**

- **MD or DO** from an accredited medical school
- Board certified in **ABPN Psychiatry** through an ABMS member board or the AOA
- Active, unrestricted US medical license
- Residency complete, plus fellowship where your specialty requires one
- **Currently practicing** and seeing patients in the US, with at least 1 year of independent practice after training
- 3+ years of post-training experience strongly preferred
- Clear written communication and close attention to detail

**Project Details**

- Remote and hourly, with flexible part-time hours
- Start date: immediate

**Application & Onboarding**

- Upload your resume
- Complete a 25-minute conversational interview on your background, experience and motivations
- Credential verification: license status, board certification, training and current practice setting
- Receive next steps and onboarding details within a few days

Apply today and put your clinical expertise to work shaping the health models clinicians and patients will rely on.

Psychiatrist

## About the work

We are building a dataset of real retail trading behavior: complete brokerage trade histories, paired with the trader's own explanation of how they trade and why they made their biggest decisions.

This is a one-time task, paid a flat **$400** on completion.

## Who we are looking for

- **Location:** United States only.
    
- **Trading experience:** at least 2 years of active trading on your own account, and at least 1,000 trades over that period (about 2 per trading day).
    
- **Instruments:** stocks; options count too.
    
- **Broker:** your account is with a U.S. retail broker, such as Robinhood, Schwab, Fidelity, E\*TRADE, Webull or Interactive Brokers.
    
- **Background:** any. No minimum education and any field of study, from current college students to graduate-degree holders. Non-finance professionals, finance professionals and full-time traders all qualify. Current or former professional traders can take part using their own personal account only.
    
- **Age:** 18 or older.
    
- **Willing to** share your complete brokerage trade history, with no trades removed.
    

## Not a fit

- Fewer than 2 years of history, or fewer than 1,000 trades
    
- Trading only through an account you don't own, such as a managed, employer or prop-firm account
    
- Trading mostly crypto or futures
    

## Data license agreement

Taking part requires signing Mercor's Expert Content License Agreement, which covers how your trading history and annotations are licensed and used. You sign it as part of applying.

Retail Trader

**About the Role**
Mercor is partnering with a leading AI lab to train frontier models on high-quality legal reasoning data. This is an **evergreen talent pool** for experienced **US Litigation attorneys** — by applying, you join a standing bench and are considered for ongoing and upcoming legal-AI projects as they launch. We review applications on a rolling basis and reach out when work that fits your background comes up.

Typical work includes recurring side-by-side evaluations and legal dataset generation: you'll compare AI-generated legal work, judge which response is stronger and why, and create realistic litigation tasks and reference answers.

**What You'll Do**

- Compare pairs of responses to litigation tasks (research memos, pleadings, motions, briefs, discovery and case strategy) and decide which is stronger, with clear reasoning
    
- Write concise justifications grounded in the source documents and applicable US law
    
- Create realistic legal prompts, fact patterns and model answers drawn from your litigation experience
    
- Flag errors, gaps and risky advice in AI-generated legal content
    
- Attend onboarding and calibration sessions
    

**You're a Good Fit If You**

- Are admitted to practice in at least one US state (active bar membership)
    
- Have 3+ years of US litigation practice, such as civil or commercial litigation, motion practice, discovery and trial preparation
    
- Hold a J.D. from an ABA-accredited law school
    
- Write clearly and pay close attention to detail
    

**Bonus Qualifications**

- 2+ years of experience at an AmLaw 100 firm (strongly preferred)
    
- Prior work on legal AI projects with Mercor
    
- Prior data annotation, AI evaluation or legal-benchmark experience
    

**Role Highlights**

- Evergreen talent pool — apply once and be considered for ongoing projects as they launch
    
- Fully remote, flexible hours; recurring tasks as new work comes up
    
- Applications reviewed on a rolling basis

US Contract Attorney — Litigation

**About the Role**
Mercor is partnering with a leading AI lab to train frontier models on high-quality legal reasoning data. This is an **evergreen talent pool** for experienced **US In-House Counsel** — by applying, you join a standing bench and are considered for ongoing and upcoming legal-AI projects as they launch. We review applications on a rolling basis and reach out when work that fits your background comes up.

Typical work includes recurring side-by-side evaluations and legal dataset generation: you'll compare AI-generated legal work, judge which response is stronger and why, and create realistic in-house legal tasks and reference answers.

**What You'll Do**

- Compare pairs of responses to in-house legal tasks (contract review, policy and compliance questions, risk assessments and business-facing legal advice) and decide which is stronger, with clear reasoning
    
- Write concise justifications grounded in the source documents and applicable US law
    
- Create realistic legal prompts, fact patterns and model answers drawn from your in-house experience
    
- Flag errors, gaps and risky advice in AI-generated legal content
    
- Attend onboarding and calibration sessions
    

**You're a Good Fit If You**

- Are admitted to practice in at least one US state (active bar membership)
    
- Have 3+ years of legal practice, including in-house experience advising a business on contracts, compliance, employment, risk or disputes
    
- Hold a J.D. from an ABA-accredited law school
    
- Write clearly and pay close attention to detail
    

**Bonus Qualifications**

- 2+ years of experience at an AmLaw 100 firm (strongly preferred)
    
- Prior work on legal AI projects with Mercor
    
- Prior data annotation, AI evaluation or legal-benchmark experience
    

**Role Highlights**

- Evergreen talent pool — apply once and be considered for ongoing projects as they launch
    
- Fully remote, flexible hours; recurring tasks as new work comes up
    
- Applications reviewed on a rolling basis

US Contract Attorney — In-House Counsel

**About the Role**
Mercor is partnering with a leading AI lab to train frontier models on high-quality legal reasoning data. This is an **evergreen talent pool** for experienced **US Transactional attorneys** — by applying, you join a standing bench and are considered for ongoing and upcoming legal-AI projects as they launch. We review applications on a rolling basis and reach out when work that fits your background comes up.

Typical work includes recurring side-by-side evaluations and legal dataset generation: you'll compare AI-generated legal work, judge which response is stronger and why, and create realistic transactional tasks and reference answers.

**What You'll Do**

- Compare pairs of responses to transactional tasks (contract drafting, redlines, issues lists, due diligence summaries and deal analyses) and decide which is stronger, with clear reasoning
    
- Write concise justifications grounded in the source documents and applicable US law
    
- Create realistic legal prompts, fact patterns and model answers drawn from your transactional experience
    
- Flag errors, gaps and risky advice in AI-generated legal content
    
- Attend onboarding and calibration sessions
    

**You're a Good Fit If You**

- Are admitted to practice in at least one US state (active bar membership)
    
- Have 3+ years of US transactional practice, such as M&A, finance, capital markets, commercial contracts or corporate matters
    
- Hold a J.D. from an ABA-accredited law school
    
- Write clearly and pay close attention to detail
    

**Bonus Qualifications**

- 2+ years of experience at an AmLaw 100 firm (strongly preferred)
    
- Prior work on legal AI projects with Mercor
    
- Prior data annotation, AI evaluation or legal-benchmark experience
    

**Role Highlights**

- Evergreen talent pool — apply once and be considered for ongoing projects as they launch
    
- Fully remote, flexible hours; recurring tasks as new work comes up
    
- Applications reviewed on a rolling basis

US Contract Attorney — Transactional

**About the Role**
Mercor is partnering with a leading AI lab to train frontier models on high-quality legal reasoning data. We're hiring US litigators with federal court experience for a focused motion-brief evaluation project. For each review, you'll read two motion briefs written for the same case, decide which one you prefer, score both on several quality dimensions and mark errors directly in the PDFs.

**What You'll Do**

- Read two motion briefs for the same case and pick the stronger one, with clear reasoning
    
- Score each brief on a set of defined dimensions
    
- Annotate the brief PDFs inline, flagging legal, factual, citation and drafting errors
    
- Complete all the review as per the requirements
    
- Attend a short onboarding session before kickoff
    

**You're a Good Fit If You**

- Are admitted to practice in at least one US state (active bar membership)
    
- Have 3+ years of US litigation practice with substantial federal court experience, including drafting or opposing motions
    
- Practice primarily in areas governed by federal law or litigated in federal court (practices focused mainly on state law, such as family law, are not a fit)
    
- Hold a J.D. from an ABA-accredited law school
    
- Write clearly and pay close attention to detail
    

**Bonus Qualifications**

- 2+ years of experience at an AmLaw 100 firm (strongly preferred)
    
- Prior work on legal AI projects with Mercor
    
- Prior data annotation, AI evaluation or legal-benchmark experience
    

**Role Highlights**

- Time commitment: about 30–40 hours total, all within a one-week review window
    
- Immediately required
    
- You must complete all required reviews, as the project design depends on every attorney finishing the full set

US Contract Attorney — Federal Litigation

Mercor is seeking experienced **software engineers at companies that serve retail investors** for a short, paid expert interview on behalf of a leading AI company building financial intelligence products. In a single **45–60 minute conversation**, you will share how engineering teams like yours evaluate, choose, and integrate third-party APIs and AI vendors. This is a good fit for backend, integrations, or platform engineers (or hands-on tech leads and engineering managers) at online brokerages, investing apps, robo-advisors, neobanks with investing, wealth platforms, or brokerage infrastructure providers.

* * *

### What You'll Do

- Join one 45–60 minute remote interview at a time that works for you.
    
- Walk through how your team evaluated or shortlisted an outside API or AI vendor (e.g. market data, news/research, identity, or AI chat), and what drove the final decision.
    
- Share what made integrations go well or badly: documentation, reliability, pricing, security and compliance review, and support.
    
- Give candid feedback on what you would want from vendors serving retail-investing products.
    

Please share only your own experience and opinions. You will **not** be asked for confidential or proprietary information about your employer.

* * *

### Requirements

- Currently employed **in-house** (not freelancing or consulting) as a software engineer, backend or integrations engineer, platform engineer, tech lead, or engineering manager who is still hands-on.
    
- Work at a company that reaches **retail investors**, such as an online brokerage, investing app, robo-advisor, neobank with investing, wealth platform, or brokerage infrastructure provider.
    
- Work on the **retail product side**, not institutional, hedge fund, or asset management desks.
    
- Evaluated or integrated a **third-party API or AI vendor in the past 12 months** (or will soon).
    
- **Involved in choosing** the vendor (helped evaluate or shortlist), not only building it after the decision was made.
    

* * *

### Nice to Have

- Integrated market data, news, research, or AI chat features.
    
- Experience across different company sizes or seniority levels.
    

* * *

### Why Join?

- Paid for your time, with a flexible, one-time commitment that fits alongside your current role.
    
- Share your perspective to help shape AI and data products built for retail investors.

Software Engineer – Retail Investing Platforms (Paid Expert Interview)

**Join a leading AI lab's cutting-edge research team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced LLMs.**

# 1\. Overview

Join a leading AI lab's cutting-edge research team and help build foundational AI models for science from the ground up. We're seeking talented Genomics and Cell Biology subject-matter experts (SMEs), including molecular biologists, cell biologists, geneticists and synthetic biologists working at the bench or computationally, to bring recent, hands-on laboratory expertise to the design and evaluation of advanced AI models for biology.

This is a part-time position through Cincinnatus LLC (or an appropriate international entity), with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in molecular cloning, primer and CRISPR design, functional genomics, sequence analysis and cell-based assays.
- Design challenging, non-searchable biology tasks, benchmarks and training data, and write accurate, well-structured solutions to problems such as construct design, protocol planning and assay troubleshooting.
- Evaluate AI model outputs and step-by-step reasoning on biology tasks, judging the biological feasibility of proposed protocols and computational workflows, and provide clear, written technical feedback.
- Develop specifications, grading rubrics and verification processes for biology data produced by external technical teams, and act as the domain authority on data quality.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- PhD in molecular biology, cell biology, genetics, genomics, synthetic biology, biochemistry or a closely related discipline. Strong recent PhD graduates and postdoctoral researchers are encouraged to apply.
- Recent, hands-on experience (bench or computational) with workflows such as PCR / qPCR, molecular cloning, CRISPR, cell-based assays, sequence analysis or functional genomics.
- Broad experience across organisms, model systems and methods, rather than a single narrow technique.
- Comfortable using scientific software and AI tools (no coding required).
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication and collaboration skills, and the ability to explain complex technical decisions clearly.
- Nice to have: 1 to 3 years of post-PhD experience, or experience evaluating AI models or agents, designing benchmarks, or writing grading rubrics.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus, or an appropriate international entity, serves as the employer of record for these engagements, providing employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Genomics & Cell Biology Specialist

**Join a leading AI lab's cutting-edge research team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced LLMs.**

# 1\. Overview

Join a leading AI lab's cutting-edge research team and help build foundational AI models for science from the ground up. We're seeking talented Drug Discovery subject-matter experts (SMEs), including pharmacologists, DMPK / ADME scientists and toxicologists from pharma, biotech, contract research or academic settings, to bring deep, hands-on discovery expertise to the design and evaluation of advanced AI models for drug discovery.

This is a part-time position through Cincinnatus LLC (or an appropriate international entity), with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in mechanism of action, target and cellular pharmacology, ADME/Tox, and PK/PD.
- Design challenging, non-searchable drug discovery tasks, benchmarks and training data, and write accurate, well-structured solutions to problems such as interpreting assay readouts, identifying compound liabilities and planning optimization strategy.
- Evaluate AI model outputs and step-by-step reasoning on drug discovery tasks, diagnosing errors in scientific logic, tool usage and factual accuracy, and provide clear, written technical feedback.
- Develop specifications, grading rubrics and verification processes for drug discovery data produced by external technical teams, and act as the domain authority on data quality.
- Advise on assay design and quality control, experimental failure modes, and the biological and pharmacological validity of model outputs.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- PhD in pharmacology, pharmaceutical sciences, toxicology, DMPK, biochemistry or a closely related discipline, or equivalent research experience.
- 3+ years of experience in early-to-mid stage drug discovery, pharmacology, DMPK / ADME or toxicology at a recognized organization, such as a pharmaceutical or biotech company, a contract research organization, or an academic drug discovery group.
- Hands-on experience analyzing experimental drug discovery data, such as in vitro ADME and safety assays, PK/PD studies, CRO assay readouts or LC-MS bioanalysis, and using it to guide compound decisions.
- Comfortable using PK/PD or data analysis software and scientific AI tools (no coding required).
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.
- Nice to have: experience with PK/PD or ADME modeling, writing grading rubrics, designing benchmark tasks, or evaluating scientific AI models.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus, or an appropriate international entity, serves as the employer of record for these engagements, providing employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Drug Discovery Specialist, Pharmacology & ADME/Tox

**Join a leading AI lab's cutting-edge research team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced LLMs.**

# 1\. Overview

Join a leading AI lab's cutting-edge research team and help build foundational AI models for science from the ground up. We're seeking talented Chemistry subject-matter experts (SMEs), including synthetic, organic, medicinal, analytical and physical chemists from academia or industry, to bring deep, hands-on laboratory expertise to the design and evaluation of advanced AI models for chemistry.

This is a part-time position through Cincinnatus LLC (or an appropriate international entity), with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in synthetic chemistry, reaction mechanisms, structure elucidation, and physical-chemical property reasoning.
- Design challenging, non-searchable chemistry tasks, benchmarks and training data, and write accurate, well-structured solutions to problems such as multi-step route design, reaction optimization and spectroscopic characterization.
- Evaluate AI model outputs and step-by-step reasoning on chemistry tasks, diagnosing errors in chemical logic, tool usage and factual accuracy, and provide clear, written technical feedback.
- Develop specifications, grading rubrics and verification processes for chemistry data produced by external technical teams, and act as the domain authority on data quality.
- Advise on experimental design, common lab failure modes, and the chemical validity of model outputs, including molecular representations such as SMILES.
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.

# 3\. Core Qualifications

- PhD in chemistry (synthetic, organic, medicinal, analytical, physical or a closely related discipline), or equivalent research experience.
- 3+ years of hands-on chemistry experience at a recognized organization, such as a pharmaceutical, biotech, chemical or materials company, a contract research organization, or a university research group.
- Hands-on experience in small-molecule synthesis, including designing and running multi-step routes and optimizing reactions.
- Practical experience characterizing compounds with analytical techniques such as NMR, mass spectrometry, IR and HPLC / LC-MS, and interpreting the resulting data.
- Comfortable using cheminformatics and scientific AI tools (no coding required).
- Ability to engage reliably for at least 20 hours/week during weekdays.
- Strong written communication skills and the ability to explain complex technical decisions clearly.
- Nice to have: experience with cheminformatics representations (SMILES / SMARTS), writing grading rubrics, designing benchmarks, or evaluating scientific AI models or agents.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus, or an appropriate international entity, serves as the employer of record for these engagements, providing employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Chemistry Specialist, Synthetic & Analytical Chemistry

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced Large Language Models.**

# 1\. Overview

Join a leading AI lab's cutting-edge GenAI team and help build foundational AI models from the ground up. We're seeking MLOps and ML systems engineers with hands-on experience in large language model infrastructure across any of four areas: accelerator kernel programming, performance profiling and trace analysis, debugging accelerated and distributed workloads, and high-throughput inference serving. Experience with JAX, XLA or TPUs is especially valuable. This role involves AI model training and evaluation work, including writing and assessing ML systems tasks and solutions to generate high-quality training data for frontier AI systems.

This is a fully remote role open to candidates worldwide. Depending on where you are based, your engagement will be arranged through Cincinnatus LLC or one of its trusted employer-of-record partners in your country, with the opportunity to be placed at a leading AI lab as part of their extended workforce. **This is a 40-hour full-time engagement, with no conflicts/no other engagements.**

# 2\. Key Responsibilities

- Design challenging tasks across kernels, profiling, debugging and inference serving, including adversarial problems that expose where frontier models fail on accelerator code (for example Pallas kernels on TPU), and write accurate, well-structured solutions to them.
    
- Guide research and engineering teams to close knowledge gaps and improve AI model performance on ML systems, compilers and training infrastructure topics.
    
- Evaluate ML systems tasks and solutions, and provide clear written technical feedback that stands up to expert review.
    
- Develop guidelines and detailed rubrics covering kernel optimization, profiler output interpretation, distributed systems reasoning, and serving throughput and latency trade-offs.
    
- Collaborate with other subject matter experts to keep training data consistent and accurate.
    

# 3\. Core Qualifications

- 2+ years of hands-on professional experience in ML systems, ML infrastructure, model serving, or accelerator performance engineering. This is a hands-on systems role rather than an applied modelling or data science one.
    
- Practical experience in at least one of the following, with more than one a strong plus: writing or optimizing custom kernels (Pallas, Triton, CUDA, CUTLASS); performance profiling and trace analysis (JAX/XLA profiler, Kineto, torch.profiler, Nsight); debugging distributed or accelerator-bound workloads; serving large language models at scale (vLLM, SGLang, TensorRT-LLM, JetStream, KV cache, paged attention, continuous batching).
    
- Working production experience with JAX and/or PyTorch. Framework-level depth is a strong plus: custom operators, sharding and distributed training (pjit/shard_map, FSDP, Megatron, MaxText), or compiler and graph-level work (XLA/StableHLO, torch.compile, MLIR).
    
- Experience with modern accelerators such as TPU (v4 to v6e), H100, B200, Trainium or MI300, and the ability to reason about throughput, latency and memory trade-offs.
    
- Demonstrable career progression.
    
- Ability to engage reliably for at least 40 hours/week during weekdays.
    
- Strong written communication skills and the ability to explain complex technical decisions clearly.
    

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and engage highly skilled professionals for contingent and contract-based opportunities. Working directly or through local employer-of-record partners, Cincinnatus handles the employment or contracting relationship, payroll, benefits where applicable, and compliance in each country, while placing professionals directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

MLOps Engineer, LLM Performance (Kernels, Profiling, Serving)

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced AI models.**

# 1\. Overview

A leading AI lab is building generative video models that aim for theatrical-grade finishing: consistent color across shots, accurate skin tones, multi-shot pacing, clean scene cuts and HDR-ready deliverables. We're looking for experienced colorists, finishing and online editors, narrative editors and post-production specialists to help define what excellent finishing looks like, and to judge where the models get it right or wrong. This is a full-time role of approximately 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- **Set the quality bar:** Define clear standards for color consistency, skin tones, multi-shot pacing, scene cuts and HDR preparation, critique current evaluations, and help build a taxonomy of the ways generated footage fails.
- **Curate benchmarks:** Identify, grade, edit and curate strong examples of excellent and genuinely hard color grades and multi-shot edits, and test early model capabilities against them.
- **Critique model outputs:** Review generated sequences and write precise, actionable notes on color shifts, contrast, banding and compression, and editorial rhythm.
- **Shape the reviewer pool and captions:** Help define how human reviewers are vetted and calibrated, and review captioning guidelines so color and editorial detail is described accurately.
- **Collaborate with other experts** to keep evaluations consistent and accurate.

# 3\. Core Qualifications

- 7+ years of professional experience in post-production, color grading and editorial finishing.
- Credits on 2+ professional films.
- A background in at least one of: Senior Digital Intermediate (DI) or Finishing Colorist (Resolve or Baselight, shot matching, HDR and Dolby Vision); Finishing or Online Editor (conform, color pipelines, mastering deliverables); Lead Narrative Film or Television Editor; or Post-Production Supervisor or Color Science and Pipeline Specialist (ACES, Rec.709, Rec.2020, P3).
- A meticulous eye for color shifts, skin tones, contrast, banding and compression, and editorial rhythm.
- Hands-on use of generative tools to create and finish test visual samples.
- Nice to have: reliable access to a color-accurate 4K/HDR display for pixel-level review.
- Ability to engage reliably for approximately 40 hours/week during weekdays.
- Strong written communication and the ability to turn color and editorial detail into precise language for captions and evaluation templates.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Colorist & Finishing Editor

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced AI models.**

# 1\. Overview

A leading AI lab is building generative video models that aim for feature-quality visual effects and preproduction: micro detail, physically plausible simulation, clean multi-layer integration, previs and concept art, carried into a new output. We're looking for experienced VFX and compositing supervisors, FX and CG specialists, previs supervisors and concept artists to help define what excellent VFX work looks like, and to judge where the models get it right or wrong. This is a full-time role of approximately 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- **Set the quality bar:** Define clear standards and an artifact taxonomy for micro detail, multi-layer integration, physics, previs and concept art, and critique current evaluations.
- **Curate benchmarks:** Identify, generate and curate strong examples of excellent and genuinely hard VFX, simulation, previs and concept work, and test early model capabilities against them.
- **Critique model outputs:** Review generated footage frame by frame and write precise, actionable notes on temporal instability, compositing seams, spill, physics and fine detail.
- **Shape the reviewer pool and captions:** Help define how human reviewers are vetted and calibrated, and review captioning guidelines so VFX, physics and preproduction detail is described accurately.
- **Collaborate with other experts** to keep evaluations consistent and accurate.

# 3\. Core Qualifications

- 7+ years of professional experience in feature VFX, animation or virtual production.
- Credits on 2+ professional films.
- A background in at least one of: VFX Supervisor, Compositing Supervisor or Lead Nuke or Flame Compositor; FX Technical Director or CG Supervisor (fluids, pyro, cloth, hair); Previs or Postvis Supervisor; or Senior Concept Artist, Matte Painter or Visual Development Artist.
- A meticulous eye for temporal instability, compositing seams, spill, physics and micro detail.
- Hands-on use of generative tools to create concept art, previs and test samples for comparison.
- Nice to have: reliable access to a 4K display for pixel-level review.
- Ability to engage reliably for approximately 40 hours/week during weekdays.
- Strong written communication and the ability to turn VFX, physics and preproduction detail into precise language for captions and evaluation templates.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

VFX & Compositing Supervisor

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced AI models.**

# 1\. Overview

A leading AI lab is building generative video models that aim to capture human performance and staging faithfully: acting realism, blocking, screen direction, eyelines, continuity and emotional nuance, carried into a new output. We're looking for experienced directors, assistant directors, animation supervisors and performance specialists to help define what a convincing, well staged performance looks like, and to judge where the models get it right or wrong. This is a full-time role of approximately 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- **Set the quality bar:** Define clear standards for acting realism, blocking, screen direction (the 180-degree rule and eyelines) and continuity, critique current evaluations, and help build a taxonomy of the ways generated performances fail.
- **Curate benchmarks:** Identify, generate and curate strong examples of excellent and genuinely hard dramatic performances and staging, and test early model capabilities against them.
- **Critique model outputs:** Review generated scenes the way you would in dailies, and write precise, actionable notes on performance, staging and continuity.
- **Shape the reviewer pool and captions:** Help define how human reviewers are vetted and calibrated, and review captioning guidelines so performance and directing nuance is described accurately.
- **Collaborate with other experts** to keep evaluations consistent and accurate.

# 3\. Core Qualifications

- 7+ years of professional experience in film, television, theater or animation.
- Credits on 2+ professional films.
- A background in at least one of: Film or Television Director or 1st Assistant Director; Animation Director or Character Animation Supervisor; Script Supervisor; or Performance Capture Director, Acting Teacher or Coach (film or theater).
- A meticulous eye for micro expressions, emotional beats, eyelines, continuity and staging.
- Hands-on use of generative image and video tools (e.g., Runway, Midjourney, Sora, Kling) to create your own samples for testing and comparison.
- Nice to have: reliable access to a 4K display for pixel-level review.
- Ability to engage reliably for approximately 40 hours/week during weekdays.
- Strong written communication and the ability to turn acting, blocking and directing detail into precise language for captions and evaluation templates.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Performance & Directing Supervisor

**Join a leading AI lab's cutting-edge GenAI team to be at the core of the AI revolution, where your expertise fuels the development of the most advanced AI models.**

# 1\. Overview

A leading AI lab is building generative video models that aim to capture true cinematic fidelity: lens choices, sensor behavior, camera motion, motivated lighting, exposure and color, carried faithfully into a new output. We're looking for experienced cinematographers and camera and lighting specialists to help define what excellent camera and lighting work looks like, and to judge where the models get it right or wrong. This is a full-time role of approximately 40 hours per week.

This is a W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI Lab as part of their extended workforce.

# 2\. Key Responsibilities

- **Set the quality bar:** Define clear standards for optics, sensor behavior, camera motion, lighting motivation and exposure, critique current evaluations, and help build a taxonomy of the ways generated footage fails.
- **Curate benchmarks:** Identify, generate and curate strong examples of excellent and genuinely hard camera and lighting setups, and test early model capabilities against them.
- **Critique model outputs:** Review generated footage shot by shot and write precise, actionable notes on lensing, movement, lighting and exposure.
- **Shape the reviewer pool and captions:** Help define how human reviewers are vetted and calibrated, and review captioning guidelines so optical and lighting detail is described accurately.
- **Collaborate with other experts** to keep evaluations consistent and accurate.

# 3\. Core Qualifications

- 7+ years of professional experience in film, television or virtual production.
- Credits on 2+ professional films.
- A background in at least one of: Director of Photography / Cinematographer (film, TV or commercial); Gaffer / Chief Lighting Technician; Camera Operator, 1st AC or Digital Imaging Technician (DIT); or Virtual Production / CG Lighting & Camera Layout Supervisor.
- A meticulous eye for lens optics, sensor behavior, motivated lighting, exposure and color spaces.
- Hands-on use of generative image and video tools (e.g., Runway, Midjourney, Sora, Kling) to create your own samples for testing and comparison.
- Nice to have: reliable access to a calibrated 4K display for pixel-level review.
- Ability to engage reliably for approximately 40 hours/week during weekdays.
- Strong written communication and the ability to turn optical and lighting detail into precise language for captions and evaluation templates.

**About Cincinnatus LLC:**
Cincinnatus LLC is an enterprise staffing company that partners with leading technology companies to source and employ highly skilled professionals for contingent and contract-based opportunities. Cincinnatus serves as the employer of record for these engagements, providing W-2 employment, payroll, benefits, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

**Equal Employment Opportunity:**
Cincinnatus is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or any other legally protected characteristic.

Cinematographer

Mercor is seeking experienced **Clinical Research and Survey Methodology Experts** to support the development and refinement of physician-focused healthcare market research surveys. The ideal candidate combines **deep clinical expertise in specific diseases or therapeutic areas** with **hands-on experience in healthcare market research, survey design, and questionnaire development**. You will help ensure that surveys administered to healthcare professionals are clinically accurate, scientifically credible, appropriately structured, and relevant to real-world clinical practice. This is an opportunity for an ongoing collaboration across multiple therapeutic areas and research initiatives over the coming months.

## Key Responsibilities

- Design, develop, and refine physician-facing surveys across various diseases and therapeutic areas.
    
- Review survey questions for clinical accuracy, medical relevance, clarity, and appropriateness for the intended physician audience.
    
- Translate complex clinical concepts and research objectives into well-structured, unbiased survey questions.
    
- Apply established market research methodologies to improve questionnaire design, response options, survey flow, and data quality.
    
- Evaluate surveys for clinical terminology, treatment pathways, diagnostic criteria, patient management practices, and therapeutic relevance.
    
- Collaborate with research teams to incorporate feedback and maintain consistency across survey projects.
    
- Provide expert recommendations to improve survey validity, physician engagement, and overall research quality.
    

## Required Qualifications

- **Advanced clinical or scientific degree:** MD, DO, PhD, PharmD, or equivalent qualification in medicine, clinical research, or a closely related discipline.
    
- **Clinical expertise:** Strong understanding of specific diseases, therapeutic areas, treatment guidelines, and real-world clinical decision-making.
    
- **Healthcare market research experience:** Demonstrated experience designing, writing, reviewing, or validating healthcare professional (HCP) surveys.
    
- **Survey methodology:** Familiarity with questionnaire design, survey logic, response scales, question bias, and research best practices.
    
- Experience working with pharmaceutical companies, healthcare market research agencies, life sciences consulting firms, or clinical research organisations.
    
- Strong written communication skills and the ability to translate complex medical information into clear, actionable survey questions.
    

## Preferred Qualifications

- 3+ years of experience in healthcare market research, clinical survey development, or related research activities.
    
- Previous experience developing surveys targeting physicians, specialists, or other healthcare professionals.
    
- Familiarity with platforms such as Qualtrics, Forsta, Decipher, Alchemer, or SurveyMonkey.
    
- Experience in therapeutic-area-specific market research, including treatment journeys, prescribing behaviour, clinical decision-making, and unmet medical needs.
    
- Experience supporting multiple research studies across different disease areas.
    

## Why Join Mercor?

- **Ongoing Collaboration:** Opportunity to participate in multiple healthcare research projects over the coming months.
    
- **Apply Your Expertise:** Combine your clinical knowledge and research methodology experience to improve the quality of physician-focused surveys.
    
- **Meaningful Research:** Contribute to projects that help healthcare and life sciences organisations better understand clinical practices and physician perspectives.

Clinical Survey Research & Methodology Expert (Physician / PhD)

**This is a full-time internal role at Mercor, open to candidates based in India only.** You will work directly as part of Mercor's team.

## About the role

Mercor is looking for a Customer Experience Operations specialist to own how experts experience our platform end to end. You will be required to get things done by coordinating several owners across Engineering, Operations, Product and Talent Success, and making sure problems that cross teams actually get fixed.

## What you'll do

- Own cross-functional workstreams that affect the expert experience, from onboarding and support to payments and project matching
    
- Coordinate several owners across Engineering, Operations and other teams: set priorities, run check-ins, unblock work and hold people to deadlines
    
- Spot expert friction in feedback, support tickets and data, then turn it into clear, prioritized asks with respective teams across timezones
    
- Build and run lightweight processes, dashboards and playbooks that keep work moving without heavy overhead
    
- Use AI tools every day to automate repetitive work, summarize feedback, draft processes and speed up sprint cycles
    
- Report progress and risks clearly to product managers & leadership
    

## Who you are

- An operator who gets things done: you have founded or run a startup, or held a high-ownership operations, product ops or chief-of-staff style role
    
- Comfortable leading through influence and coordinating engineers, operators and other stakeholders without formal authority
    
- Fluent with AI tools (Claude, agents, automation tools) and keen to find new ways to use them
    
- Organized and structured, with sound judgment on what matters most
    
- A clear, concise writer and communicator
    
- Comfortable with ambiguity and a fast-moving startup environment
    

## Nice to have

- Experience with marketplaces, gig or contractor platforms, or customer or talent experience functions
    
- Comfort with data: SQL, spreadsheets or BI tools
    
- Experience building internal tools or workflows with no-code or AI tooling

Customer Experience Operations (India)

### Role Overview:

Mercor is looking for computer power users and automation builders with 2-3 years of relevant experience, or currently enrolled postgrad students, to support a research project with a leading AI lab. You will work through real productivity and automation workflows on your own Mac to help benchmark and improve cutting-edge AI models.

### Qualifications:

- **Required: You must own a MacBook or Mac with an Apple M-series chip or Intel processor, running macOS 15 or higher. Applicants without a Mac cannot be considered.**
    
- Deep familiarity with macOS and its apps, keyboard-driven workflows, and system settings
    
- Experience building automations with tools such as Shortcuts, Automator, AppleScript, Keyboard Maestro, Raycast, Alfred, Zapier, Make, or shell scripting
    
- Currently pursuing or recently completed Masters studies, or have 2-3 years of relevant experience + Bachelors from a prestigious institution
    
- Ability to clearly explain your reasoning while you work
    
- Excellent written and verbal communication skills
    

### Job Details:

- Part-time commitment of approximately 10-20 hours per week
    
- Responsibilities include completing and narrating real multi-app productivity and automation tasks on your Mac to create high-quality training data for advanced AI models
    
- Clearly structured responsibilities without the high pressure typically found in internships or full-time consulting roles
    
- Immediate start preferred
    

### Application and Onboarding Process:

- Submit your resume, followed by a brief (3-minute) conversation with our AI interviewer to assess research and reasoning skills
    
- Complete a brief paid assessment to further evaluate your fit for the role
    
- You will receive follow-up communication within a few days regarding your application status and next steps

Computer Power Users & Automation Builders (Must own MacBook)

### Role Overview:

Mercor is looking for STEM researchers who hold or are currently pursuing an MSc or PhD to support a research project with a leading AI lab. You will work through real research workflows on your own Mac to help benchmark and improve cutting-edge AI models.

### Qualifications:

- **Required: You must own a MacBook or Mac with an Apple M-series chip or Intel processor, running macOS 15 or higher. Applicants without a Mac cannot be considered.**
    
- Currently pursuing or have completed an MSc or PhD in a STEM field (e.g., physics, chemistry, biology, mathematics, computer science, engineering)
    
- Hands-on research experience with tools such as Python/Jupyter, MATLAB, R, LaTeX, reference managers, or lab/data analysis software
    
- Strong online research skills and ability to gather and clearly summarize information from diverse sources
    
- Ability to clearly explain your reasoning while you work
    
- Excellent written and verbal communication skills
    

### Job Details:

- Part-time commitment of approximately 10-20 hours per week
    
- Responsibilities include completing and narrating real research tasks (literature review, data analysis, modeling, technical writing) on your Mac to create high-quality training data for advanced AI models
    
- Clearly structured responsibilities without the high pressure typically found in internships or full-time consulting roles
    
- Immediate start preferred
    

### Application and Onboarding Process:

- Submit your resume, followed by a brief (3-minute) conversation with our AI interviewer to assess research and reasoning skills
    
- Complete a brief paid assessment to further evaluate your fit for the role
    
- You will receive follow-up communication within a few days regarding your application status and next steps

STEM Researchers - MSc/PhD (Must own MacBook)

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