**About the Role**

You'll join a trust & safety function protecting a high-traffic, consumer-facing platform from fraud and abuse. Partnering with product, engineering, and operations stakeholders, you'll investigate ambiguous, evolving abuse patterns — applying investigative rigor and creative analysis to get to root cause. Over time, you'll build specialized subject-matter expertise across the many forms this abuse can take.

We're looking for candidates with a track record in fraud detection, investigation, and risk assessment — reviewing transactions, spotting anomalies in data, and evaluating exposure. This background could come from insurance fraud, forensic accounting, banking/financial crimes, or similar. Certifications such as CFE or ACFE are a nice-to-have, not required.

**What You'll Do**

- Investigate ambiguous cases end-to-end, turning findings into data-backed conclusions that keep user trust as the top priority
    
- Pull together varied data sources and signals to trace deceptive or manipulative activity, and help design new detection experiments
    
- Document findings clearly — a well-reasoned narrative backed by concrete evidence — so others can act on your conclusions
    

**Work Setup**

- Full-time, onsite in India
    
- Must be available to work India Standard Time hours
    
- Requires a private, secure workspace (no shared or public settings), given the sensitivity of the content involved
    
- Prior experience working on a Mercor project is mandatory
    

**Minimum Qualifications**

- Bachelor's degree in a technical discipline, or equivalent hands-on experience
    
- 4+ years analyzing data — spotting trends, building summary stats, turning raw data into decisions
    
- 4+ years working end-to-end on ambiguous, open-ended analytical projects
    
- Comfortable with SQL and Python for analysis; strong problem-solving instincts and efficient execution
    
- Strong written/verbal communication, including translating dense policy concepts into plain language
    
- Track record presenting analytical findings to senior stakeholders
    
- Able to produce thorough case write-ups and detailed observation notes
    

**Preferred Qualifications**

- Familiarity with how fraud/abuse evolves on online platforms over time
    
- Background in program or policy management, customer/merchant experience, or business strategy
    
- Exposure to content moderation, policy enforcement, customer support, or policy design
    
- Sharp problem-solving and critical-thinking instincts with strong attention to detail
    
- Some familiarity with AI/ML or generative AI concepts
    
- CFE/ACFE certification a plus

Fraud Analyst – Content & Reviews Abuse

**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 Finance subject-matter experts (SMEs) with solid domain expertise to bring rigor and real-world financial judgment to 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 in financial reasoning, analysis, and decision-making.
    
- Design challenging, domain-relevant finance tasks and write accurate, well-reasoned solutions grounded in real financial practice.
    
- Evaluate AI model outputs against structured rubrics and provide clear, written feedback on correctness, judgment, and reasoning quality.
    
- Develop and refine evaluation guidelines and scoring rubrics specific to finance tasks.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- 2+ years of dedicated professional experience in finance (e.g., investment banking, asset management, corporate finance, accounting/audit, corporate treasury, financial planning & analysis) — not a generalist role that only touches finance peripherally.
    
- Professional finance credential required: **CFA, ACA, ACCA, or CPA.**
    
- Ability to engage reliably for at least 10 hours/week during weekdays.
    
- Verbal and written communication skills, problem-solving skills, and interpersonal skills.
    

**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 Specialist — CFA/ACA/ACCA/CPA Required

### Overview

We're looking to rapidly assemble a small group of world-class machine learning researchers for an initial pilot. This is a high-priority engagement with an accelerated timeline, so both exceptional candidate quality and fast turnaround are critical. We're specifically seeking researchers with demonstrated contributions to frontier ML research, particularly those driving algorithmic innovation rather than applied analytics.

### Candidate Requirements

**Required Qualifications**

- PhD in Machine Learning, Computer Science, AI, or a closely related field
    
- Published **at least one** main conference paper at **ICML, NeurIPS, or ICLR**
    
- Strong preference for candidates with **2+ publications** at these venues
    
- Demonstrated experience conducting original ML research
    

**Preferred Research Areas**

- Reinforcement Learning (RL)
    
- Meta-Learning
    
- Recursive Self-Improvement
    
- AI for Science (e.g. weather forecasting, protein modeling, scientific discovery)
    

### Timeline

**Priority:** Urgent

**Expected Schedule**

- Initial data/results: **Monday / Tuesday 27th July**
    

* * *

### Success Criteria

Candidates should have a proven record of advancing state-of-the-art machine learning through publications at top-tier conferences and possess deep expertise in frontier ML research. Speed of sourcing is important, but quality should not be compromised.

ML Research PhD Experts (ICML / NeurIPS / ICLR Publications)

**Join a growing network of industry experts supporting AI research and development.**

# Overview

We're building a select group of experienced architects to help evaluate and improve how AI systems understand and reason about architecture topics. You'll bring your real-world expertise to review content for accuracy, answer domain-specific questions, and share feedback that helps make AI tools more reliable and useful in architecture contexts.

This is a flexible, part-time engagement — approximately **10 hours per week**, fully remote, with the opportunity to continue and grow over time.

# What You'll Do

- Review and evaluate written content and AI-generated responses in your area of architectural expertise for accuracy and quality.
    
- Answer questions and provide clear, well-reasoned feedback based on your professional experience.
    
- Help identify useful reference material relevant to your field.
    
- Share insight into how architects actually work — the tools, workflows, and standards you rely on day to day.
    
- Collaborate with a small group of other subject-matter experts across different fields.
    

# What We're Looking For

- Degree-qualified architect holding a professional architecture license in the US.
    
- 2+ years of professional architecture experience, ideally across more than one project type (residential, commercial, institutional).
    
- Familiarity with building codes and standards (e.g. IBC) and common tools (Revit, AutoCAD, BIM, or similar).
    
- A portfolio of built or realized work — not purely academic or conceptual projects — is a plus.
    
- Comfortable using everyday AI tools (e.g. ChatGPT or similar).
    
- Based in the United States.
    
- Professional working English.
    
- Able to commit reliably to about 10 hours per week.
    

**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.

Architecture Expert

**Join a growing network of industry experts supporting AI research and development.**

# Overview

We're building a select group of experienced civil engineers to help evaluate and improve how AI systems understand and reason about civil engineering topics. You'll bring your real-world expertise to review content for accuracy, answer domain-specific questions, and share feedback that helps make AI tools more reliable and useful in civil engineering contexts.

This is a flexible, part-time engagement — approximately **10 hours per week**, fully remote, with the opportunity to continue and grow over time.

# What You'll Do

- Review and evaluate written content and AI-generated responses in your area of civil engineering expertise for accuracy and quality.
    
- Answer questions and provide clear, well-reasoned feedback based on your professional experience.
    
- Help identify useful reference material relevant to your field.
    
- Share insight into how civil engineers actually work — the tools, workflows, and standards you rely on day to day.
    
- Collaborate with a small group of other subject-matter experts across different fields.
    

# What We're Looking For

- Degree-qualified civil engineer holding a Professional Engineer (PE) license in the US.
    
- 2+ years of professional civil engineering experience, ideally across more than one area (structural, geotechnical, transportation, water resources).
    
- Familiarity with relevant codes and standards (e.g. ASCE, IBC, AASHTO) and common engineering tools (AutoCAD Civil 3D, STAAD, Revit, or similar).
    
- Some experience writing technical specs, design reports, or training material is a plus.
    
- Comfortable using everyday AI tools (e.g. ChatGPT or similar).
    
- Based in the United States.
    
- Professional working English.
    
- Able to commit reliably to about 10 hours per week.
    

**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.

Civil Engineering Expert

**Join a growing network of industry experts supporting AI research and development.**

# Overview

We're building a select group of experienced chemical engineers to help evaluate and improve how AI systems understand and reason about chemical engineering topics. You'll bring your real-world expertise to review content for accuracy, answer domain-specific questions, and share feedback that helps make AI tools more reliable and useful in chemical engineering contexts.

This is a flexible, part-time engagement — approximately **10 hours per week**, fully remote, with the opportunity to continue and grow over time.

# What You'll Do

- Review and evaluate written content and AI-generated responses in your area of chemical engineering expertise for accuracy and quality.
    
- Answer questions and provide clear, well-reasoned feedback based on your professional experience.
    
- Help identify useful reference material relevant to your field.
    
- Share insight into how chemical engineers actually work — the tools, workflows, and standards you rely on day to day.
    
- Collaborate with a small group of other subject-matter experts across different fields.
    

# What We're Looking For

- Degree-qualified chemical engineer holding a Professional Engineer (PE) license in the US.
    
- 2+ years of professional chemical engineering experience, ideally across more than one area (process design, process safety, plant operations).
    
- Familiarity with process safety standards (e.g. OSHA PSM, API) and process simulation tools (Aspen, MATLAB, or similar).
    
- Some experience writing process documentation, SOPs, or technical training material is a plus.
    
- Comfortable using everyday AI tools (e.g. ChatGPT or similar).
    
- Based in the United States.
    
- Professional working English.
    
- Able to commit reliably to about 10 hours per week.
    

**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.

Chemical Engineering Expert

**Join a growing network of industry experts supporting AI research and development.**

# Overview

We're building a select group of experienced mechanical engineers to help evaluate and improve how AI systems understand and reason about mechanical engineering topics. You'll bring your real-world expertise to review content for accuracy, answer domain-specific questions, and share feedback that helps make AI tools more reliable and useful in mechanical engineering contexts.

This is a flexible, part-time engagement — approximately **10 hours per week**, fully remote, with the opportunity to continue and grow over time.

# What You'll Do

- Review and evaluate written content and AI-generated responses in your area of mechanical engineering expertise for accuracy and quality.
    
- Answer questions and provide clear, well-reasoned feedback based on your professional experience.
    
- Help identify useful reference material relevant to your field.
    
- Share insight into how mechanical engineers actually work — the tools, workflows, and standards you rely on day to day.
    
- Collaborate with a small group of other subject-matter experts across different fields.
    

# What We're Looking For

- Degree-qualified mechanical engineer holding a Professional Engineer (PE) license in the US.
    
- 2+ years of professional mechanical engineering experience, ideally across more than one area (thermodynamics/HVAC, structural/mechanical design, manufacturing).
    
- Familiarity with relevant codes and standards (e.g. ASME) and common engineering tools (SolidWorks, ANSYS, AutoCAD, or similar).
    
- Some experience writing technical documentation, specs, or training material is a plus.
    
- Comfortable using everyday AI tools (e.g. ChatGPT or similar).
    
- Based in the United States.
    
- Professional working English.
    
- Able to commit reliably to about 10 hours per week.
    

**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 Engineering Expert

**Join a growing network of industry experts supporting AI research and development.**

# Overview

We're building a select group of experienced electrical engineers to help evaluate and improve how AI systems understand and reason about electrical engineering topics. You'll bring your real-world expertise to review content for accuracy, answer domain-specific questions, and share feedback that helps make AI tools more reliable and useful in electrical engineering contexts.

This is a flexible, part-time engagement — approximately **10 hours per week**, fully remote, with the opportunity to continue and grow over time.

# What You'll Do

- Review and evaluate written content and AI-generated responses in your area of electrical engineering expertise for accuracy and quality.
    
- Answer questions and provide clear, well-reasoned feedback based on your professional experience.
    
- Help identify useful reference material relevant to your field.
    
- Share insight into how electrical engineers actually work — the tools, workflows, and standards you rely on day to day.
    
- Collaborate with a small group of other subject-matter experts across different fields.
    

# What We're Looking For

- Degree-qualified electrical engineer holding a Professional Engineer (PE) license in the US.
    
- 2+ years of professional electrical engineering experience, ideally across more than one area (power systems, controls, electronics, signal processing).
    
- Familiarity with relevant codes and standards (e.g. NEC, IEEE) and common engineering tools (MATLAB, AutoCAD Electrical, SPICE, or similar).
    
- Some experience writing technical documentation, specs, or training material is a plus.
    
- Comfortable using everyday AI tools (e.g. ChatGPT or similar).
    
- Based in the United States.
    
- Professional working English.
    
- Able to commit reliably to about 10 hours per week.
    

**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.

Electrical Engineering Expert

**Join a growing network of industry experts supporting AI research and development.**

# Overview

We're building a select group of experienced healthcare professionals to help evaluate and improve how AI systems understand and reason about healthcare topics. You'll bring your real-world clinical expertise to review content for accuracy, answer domain-specific questions, and share feedback that helps make AI tools more reliable and useful in healthcare contexts.

This is a flexible, part-time engagement — approximately **10 hours per week**, fully remote, with the opportunity to continue and grow over time.

# What You'll Do

- Review and evaluate written content and AI-generated responses in your area of clinical expertise for accuracy and quality.
    
- Answer questions and provide clear, well-reasoned feedback based on your professional experience.
    
- Help identify useful reference material relevant to your field.
    
- Share insight into how healthcare professionals actually work — the tools, workflows, and standards you rely on day to day.
    
- Collaborate with a small group of other subject-matter experts across different fields.
    

# What We're Looking For

- Licensed medical doctor (MD).
    
- 2+ years of professional clinical experience; broad or generalist clinical exposure is a plus over a narrow subspecialty.
    
- Comfortable engaging with medical literature and clinical guidelines (e.g. UpToDate, PubMed, published research).
    
- Prior teaching or training experience (e.g. supervising residents, CME instruction, medical education) is a plus.
    
- Comfortable using everyday AI tools (e.g. ChatGPT or similar).
    
- Based in the United States.
    
- Professional working English.
    
- Able to commit reliably to about 10 hours per week.
    

**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.

Healthcare Expert

**Join a growing network of industry experts supporting AI research and development.**

# Overview

We're building a select group of experienced legal professionals to help evaluate and improve how AI systems understand and reason about legal topics. You'll bring your real-world expertise to review content for accuracy, answer domain-specific questions, and share feedback that helps make AI tools more reliable and useful in legal contexts.

This is a flexible, part-time engagement — approximately **10 hours per week**, fully remote, with the opportunity to continue and grow over time.

# What You'll Do

- Review and evaluate written content and AI-generated responses in your area of legal expertise for accuracy and quality.
    
- Answer questions and provide clear, well-reasoned feedback based on your professional experience.
    
- Help identify useful reference material relevant to your field.
    
- Share insight into how legal professionals actually work — the tools, workflows, and standards you rely on day to day.
    
- Collaborate with a small group of other subject-matter experts across different fields.
    

# What We're Looking For

- Admitted to a United States state bar. A background as a legal librarian is a plus, though not required.
    
- 2+ years of professional legal experience, ideally spanning more than one practice area (e.g. contracts, litigation, regulatory/compliance, corporate, IP).
    
- Comfortable researching and writing using standard legal tools and references (case law databases, statutes, treatises).
    
- Some experience writing or publishing legal content — memos, briefs, CLE materials, or similar — is a plus.
    
- Comfortable using everyday AI tools (e.g. ChatGPT or similar).
    
- Based in the United States.
    
- Professional working English.
    
- Able to commit reliably to about 10 hours per week.
    

**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.

Legal Expert

**About this study**

Mercor is building a new, more accurate version of O\*NET — the U.S. government's framework for describing occupations and the tasks they involve. We are gathering input directly from experienced practitioners to improve how the work of emergency medicine physicians is described.

**About the role (SOC 29-1214.00 — Emergency Medicine Physicians)**

Make immediate medical decisions and act to prevent death or further disability. Provide immediate recognition, evaluation, care, stabilization, and disposition of patients. May direct emergency medical staff in an emergency department.

**What you'll do**

- Complete a one-time online survey/interview about your day-to-day work as an emergency medicine physician. It takes **up to 30 minutes**.
    
- There may be an optional follow-up survey, task, or short interview afterward, which would be paid separately.
    

**Who we're looking for (eligible applicants have)**

- **4+ years of experience practicing emergency medicine.**
    
- **Current work, or work within the last 12 months, in the role.**
    
- **Direct knowledge of triage, clinical decision-making, and patient stabilization tasks.**
    
- **U.S.-based.**
    

**Not eligible (common confounders)**

- EMTs and paramedics (SOC 29-2042.00, 29-2043.00).
    
- Nurse practitioners or physician assistants working in the emergency department (SOC 29-1171.00 and related PA occupations).
    
- Registered nurses, including ER nurses.
    
- Urgent care physicians whose practice is not based in an emergency department.
    
- Physicians in other specialties (family medicine, internal medicine, hospitalists) who do not practice emergency medicine.
    
- Residents and fellows not yet practicing independently.
    
- Surgeons, all other (SOC 29-1249.00).
    

Reference for the occupation: [https://www.onetonline.org/link/summary/29-1214.00](https://www.onetonline.org/link/summary/29-1214.00)

Emergency Medicine Physician — O*NET Occupation Study

**About this study**

Mercor is building a new, more accurate version of O\*NET — the U.S. government's framework for describing occupations and the tasks they involve. We are gathering input directly from experienced practitioners to improve how the work of lawyers is described.

**About the role (SOC 23-1011.00 — Lawyers)**

Represent clients in criminal and civil litigation and other legal proceedings, draw up legal documents, or manage and advise clients on legal transactions. May specialize in a single area or practice broadly across many areas of law.

**What you'll do**

- Complete a one-time online survey/interview about your day-to-day work as a lawyer. It takes **up to 30 minutes**.
    
- There may be an optional follow-up survey, task, or short interview afterward, which would be paid separately.
    

**Who we're looking for (eligible applicants have)**

- **4+ years of experience practicing law.**
    
- **Current work, or work within the last 12 months, in the role.**
    
- **Direct knowledge of legal research, drafting, and case work tasks.**
    
- **U.S.-based.**
    

**Not eligible (common confounders)**

- Paralegals and legal assistants (SOC 23-2011.00).
    
- Judicial law clerks (SOC 23-1012.00).
    
- Judges, magistrates, arbitrators, mediators, and conciliators (SOC 23-1023.00, 23-1022.00).
    

Reference for the occupation: [https://www.onetonline.org/link/summary/23-1011.00](https://www.onetonline.org/link/summary/23-1011.00)

Lawyer — O*NET Occupation Study

Mercor is recruiting **UK-based Video Producers and Editors** with experience at leading motion design and creative production studios for a research project with a leading frontier AI lab.

We are seeking two profiles: senior video/creative producers and video editors / multimedia designers with a proven track record of producing world-class commercial and brand film. We have a strong preference for candidates with experience at studios such as BUCK, Tendril, Future Deluxe, Hornet, Giant Ant, or Ordinary Folk. This role is specifically focused on video production and post-production — not brand identity or static graphic design. Candidates should have reels or portfolios that demonstrate excellence in commercial film, brand content, motion design, editorial, or campaign work.

**Ideal candidates have experience with one or more of the following:**

\- Producing high-quality video and film for leading technology companies, global brands, startups, or cultural institutions

\- End-to-end production: scoping, budgeting, scheduling, client management, and directing creative teams through delivery (producer track)

\- Editing, motion design, and finishing in tools such as Premiere Pro, After Effects, DaVinci Resolve, or Cinema 4D (editor track)

\- Commercial, branded content, or campaign film production

\- Collaborating with multidisciplinary teams to deliver polished, production-ready film and video

**Preferred candidates have experience at one or more of the following studios:**

\- BUCK

\- Tendril

\- Future Deluxe

\- Hornet

\- Giant Ant

\- Ordinary Folk

\- Or another leading studio with an exceptional commercial and brand film portfolio

You'll help create, review, and evaluate high-quality video and motion work, leveraging your expertise in production craft, editorial judgment, and contemporary standards in commercial film and motion design. Strong candidates have experience working in professional studio environments and can critically assess the quality, pacing, and visual execution of modern video content.

Here are more details about the role:

\- You will be contributing high-quality training data for frontier AI systems

\- Successful contributions increase the likelihood of being selected for future Mercor projects

**The vetting process involves:**

\- Resume and reel/portfolio review

\- Short assessment evaluating video production expertise

**Please note:** Candidates must be based in the United Kingdom and have the right to work in the United Kingdom.

UK-Based Video Producers & Editors

**About this study**

Mercor is building a new, more accurate version of O\*NET — the U.S. government's framework for describing occupations and the tasks they involve. We are gathering input directly from experienced practitioners to improve how the work of software developers is described.

**About the role (SOC 15-1252.00 — Software Developers)**

Software developers research, design, and build computer software, network software, or specialized utility programs. They analyze user needs, determine the feasibility of designs within time and cost constraints, and develop software solutions by applying principles of computer science, engineering, and mathematical analysis. Their work spans the full development lifecycle: defining specifications and performance requirements, architecting systems, directing testing and validation procedures, and modifying existing software to correct errors, adapt to new hardware, or improve performance. They may coordinate with hardware engineers to integrate hardware and software systems, and they often own decisions about system design rather than executing designs handed to them.

**This occupation excludes**

- **Web developers (15-1254.00)**, whose work centers on developing and implementing websites, web applications, and interactive web interfaces. A worker whose primary responsibility is building or maintaining websites, optimizing website performance, or integrating websites with other applications is a web developer, even if they write substantial application code. The distinguishing test is the artifact: web developers produce web properties; software developers produce software systems and applications more broadly, of which the web may be one deployment surface among many.
    
- **Computer programmers (15-1251.00)**, who create, modify, and test code working from specifications drawn up by software developers or others. The distinguishing test is authorship of the design: programmers implement designs they are given, while software developers analyze requirements, produce the design, and direct development. A worker who primarily writes and debugs code to someone else's specification is a programmer, not a developer.
    

**What you'll do**

- Complete a one-time online survey/interview about your day-to-day work as a software developer. It takes **up to 30 minutes**.
    
- There may be an optional follow-up survey, task, or short interview afterward, which would be paid separately.
    

**Who we're looking for (eligible applicants have)**

- **4+ years of experience working specifically as a software developer.**
    
- **Current work, or work within the last 12 months, in the role.**
    
- **Direct knowledge of design, coding, and deployment tasks.**
    
- **U.S.-based.**
    

**Not eligible (common confounders)**

- Software QA analysts and testers whose role is testing rather than development (SOC 15-1253.00).
    
- IT support, help desk, or system administrators who do not develop software.
    
- Computer programmers (SOC 15-1251.00).
    
- Web developers (SOC 15-1254.00).
    
- Computer systems analysts (SOC 15-1211.00).
    
- Computer systems engineers (SOC 15-1299.08).
    
- Computer and information systems managers (SOC 11-3021.00).
    

Reference for the occupation: [https://www.onetonline.org/link/summary/15-1252.00](https://www.onetonline.org/link/summary/15-1252.00)

Software Developer — O*NET Occupation Study

**About this study**

Mercor is building a new, more accurate version of O\*NET — the U.S. government's framework for describing occupations and the tasks they involve. We are gathering input directly from experienced practitioners to improve how the work of elementary school teachers is described.

**About the role (SOC 25-2021.00 — Elementary School Teachers, Except Special Education)**

Teach academic and social skills to students at the elementary school level.

**What you'll do**

- Complete a one-time online survey/interview about your day-to-day work as an elementary school teacher. It takes **up to 30 minutes**.
    
- There may be an optional follow-up survey, task, or short interview afterward, which would be paid separately.
    

**Who we're looking for (eligible applicants have)**

- **4+ years teaching elementary school (excluding special education).**
    
- **Current work, or work within the last 12 months, in the role.**
    
- **Direct knowledge of lesson planning, instruction, and classroom management tasks.**
    
- **U.S.-based.**
    

**Not eligible (common confounders)**

- Kindergarten teachers (separate occupation, SOC 25-2012.00).
    
- Middle or secondary school teachers (SOC 25-2022.00, 25-2031.00).
    
- Preschool teachers (SOC 25-2011.00).
    
- Special education teachers at the elementary level (SOC 25-2056.00).
    
- Short-term or substitute teachers (SOC 25-3031.00).
    
- Teaching assistants and paraprofessionals (SOC 25-9042.00).
    
- Private tutors or homeschooling parents without classroom teaching employment.
    

Reference for the occupation: [https://www.onetonline.org/link/summary/25-2021.00](https://www.onetonline.org/link/summary/25-2021.00)

Elementary School Teacher (Except Special Education) — ONET Occupation Study

**About this study**

Mercor is building a new, more accurate version of O\*NET — the U.S. government's framework for describing occupations and the tasks they involve. We are gathering input directly from experienced practitioners to improve how the work of dishwashers is described.

**About the role (SOC 35-9021.00 — Dishwashers)**

Clean dishes, kitchen, food preparation equipment, and utensils.

**What you'll do**

- Complete a one-time online survey/interview about your day-to-day work as a dishwasher. It takes **up to 30 minutes**.
    
- There may be an optional follow-up survey, task, or short interview afterward, which would be paid separately.
    

**Who we're looking for (eligible applicants have)**

- **4+ years of experience working specifically as a dishwasher.**
    
- **Current work, or work within the last 12 months, in the role.**
    
- **Direct knowledge of daily kitchen tasks, equipment, and workflow.**
    
- **U.S.-based.**
    

**Not eligible (common confounders)**

- Cooks and food preparation workers whose primary role is preparing food (SOC 35-2014.00, 35-2021.00).
    
- Servers, hosts, or general front-of-house staff.
    
- Kitchen or restaurant managers.
    

Reference for the occupation: [https://www.onetonline.org/link/summary/35-9021.00](https://www.onetonline.org/link/summary/35-9021.00)

Dishwasher — ONET Occupation Study

**About this study**

Mercor is building a new, more accurate version of O\*NET — the U.S. government's framework for describing occupations and the tasks they involve. We are gathering input directly from experienced practitioners to improve how the work of personal care aides is described.

**About the role (SOC 31-1122.00 — Personal Care Aides)**

Provide personalized assistance to individuals with disabilities or illness who require help with personal care and activities of daily living, such as feeding, bathing, dressing, grooming, toileting, and ambulation. May also help with preparing meals, light housekeeping, and laundry. Work is performed in settings that depend on the care recipient's needs, including the home, place of work, the community, or a daytime nonresidential facility.

**What you'll do**

- Complete a one-time online survey/interview about your day-to-day work as a personal care aide. It takes **up to 30 minutes**.
    
- There may be an optional follow-up survey, task, or short interview afterward, which would be paid separately.
    

**Who we're looking for (eligible applicants have)**

- **4+ years of experience working specifically as a personal care aide.**
    
- **Current work, or work within the last 12 months, in the role.**
    
- **Direct knowledge of daily care tasks, settings, and routines.**
    
- **U.S.-based.**
    

**Not eligible (common confounders)**

- Home health aides whose role centers on health-related tasks such as taking vitals or wound care under clinical supervision (separate occupation, SOC 31-1121.00).
    
- Nursing assistants or CNAs working under nursing staff in clinical settings (SOC 31-1131.00).
    
- Housekeepers or maids who provide only cleaning, not personal care.
    
- Orderlies (SOC 31-1132.00).
    
- Childcare workers.
    
- Psychiatric aides (SOC 31-1133.00).
    

Reference for the occupation: [https://www.onetonline.org/link/summary/31-1122.00](https://www.onetonline.org/link/summary/31-1122.00)

Personal Care Aide -ONET Occupation Study

## About the Role

Mercor is partnering with a leading AI lab to train frontier models on high-quality legal reasoning data. We're hiring legal research experts with extensive Westlaw experience to evaluate AI-generated legal research, verify legal authority, and help shape how the next generation of AI reasons about complex legal issues.

We welcome practicing attorneys, research attorneys, judicial law clerks, law librarians, and other legal professionals who regularly conduct substantive legal research using Westlaw.

## What You'll Do

- Evaluate AI-generated legal research against real-world professional standards
    
- Verify that cited cases, statutes, and regulations are accurate, current, and remain good law
    
- Identify incorrect citations, misstated holdings, outdated authority, and missing controlling precedent
    
- Distinguish binding from persuasive authority and provide clear written explanations supporting your evaluations
    
- Help improve AI legal research by providing structured feedback and participating in calibration sessions
    

## You're a Good Fit If You

- Have **2+ years of professional legal experience** in a litigation- or research-heavy role, **OR** as a law librarian or legal researcher supporting substantive legal research
    
- Regularly use **Westlaw** as part of your current or recent professional work
    
- Have experience validating case law, statutes, regulations, and legal citations using tools such as KeyCite and other Westlaw research features
    
- Hold a **J.D. and bar admission**, or an **MLIS (or equivalent)** with professional law librarian or legal research experience
    

## Bonus Qualifications

- Experience as a judicial law clerk or research attorney
    
- Experience using Lex Machina, PACER, Practical Law, or other advanced legal research tools
    
- Experience conducting multi-jurisdiction or 50-state legal research
    
- Background in commercial litigation, appellate law, employment, regulatory, or government practice

Law Expert

## About the Role

Mercor is building realistic, high-fidelity simulated environments to evaluate and train AI models on real-world procurement workflows for a leading spend-management technology company. We're looking for security and vendor-risk professionals to author and validate security-review tasks inside these simulated environments.

## Key Responsibilities

- Review simulated vendor SOC 2 reports, security questionnaires, and pen-test evidence against a buyer's security standard
    
- Catch scope mismatches and lapsed bridge letters that a surface-level review would miss
    
- Author step-level rubrics and golden responses capturing how an experienced security reviewer would judge a request or renewal
    
- Assess data-handling and sub-processor risk for vendors touching sensitive data
    

## Ideal Qualifications

- 8+ years of professional experience in security review, vendor risk management, or third-party risk (TPRM)
    
- Hands-on experience evaluating SOC 2 reports, security questionnaires, and compliance evidence
    
- Strong written communication skills; comfortable producing structured, rubric-style feedback
    

## Nice to Have

- Relevant security certification, such as CISSP or CISA
    
- Prior task-writing, rubric-authoring, or AI-training data experience

Security Expert

## About the Role

Mercor is building realistic, high-fidelity simulated environments to evaluate and train AI models on real-world procurement workflows for a leading spend-management technology company. We're looking for senior procurement and vendor-management professionals to author and validate tasks that mirror how procurement teams actually vet new vendors and review contract renewals.

## Key Responsibilities

- Review simulated new-vendor intake requests, benchmarking price and contract terms against realistic company reference data
    
- Consolidate multi-lens reviews (finance, legal, security, IT) into a well-reasoned final approval recommendation
    
- Author step-level rubrics and golden responses that capture how an experienced procurement lead would judge a request or renewal
    
- Audit simulated company environments for realism and unintended contradictions before tasks open
    

## Ideal Qualifications

- 8+ years of professional experience in procurement, spend operations, or vendor management, with hands-on experience running real vendor requests and renewals
    
- Sourced from mature procurement functions at companies with formal vendor-review processes
    
- Strong written communication skills; comfortable producing structured, rubric-style feedback
    

## Nice to Have

- Experience with modern spend-management or e-procurement platforms
    
- Prior task-writing, rubric-authoring, or AI-training data experience

Procurement Expert

**Role Overview**

Mercor is collaborating with a leading AI lab to engage technical accounting and SEC reporting specialists. You'll translate real technical-accounting and external-reporting work into structured, high-quality training data that teaches AI to reason through complex ASC judgments.

**Focus Areas**

Technical accounting & external / SEC reporting — with deep, hands-on exposure to the standards (ASC 606 revenue, 842 leases, 718 stock comp, 805 business combinations).

**Key Responsibilities**

- Design realistic scenarios from your work — technical accounting memos, technical accounting schedules, SEC filings (10-K / 10-Q), footnotes & disclosures, and applying new/complex ASC standards to transactions
- Review and compare AI-generated technical outputs for standards-accurate conclusions and defensible support
- Provide clear written feedback that improves how AI reasons about technical accounting
- Collaborate asynchronously with the research team

**Ideal Qualifications**

- Big 4 or public-company technical accounting / SEC reporting background
- Deep, hands-on ASC exposure (606, 842, 718, 805) — actual technical-accounting depth, not general audit experience
- CPA
- Bachelor's degree in Accounting, Finance, or a related field
- Strong written communication and attention to detail

**Application Process**

- Submit a resume or a short summary of your technical accounting experience
- Complete a short form on your practice area, specialties, and certifications
- Selected applicants may complete a brief sample task

Technical Accounting & SEC Reporting Specialist

**Role Overview**

Mercor is collaborating with a leading AI lab to engage experienced audit and controls professionals — external audit and internal audit / SOX. You'll translate real audit and controls work into structured, high-quality training data that teaches AI to reason the way auditors do.

**Focus Areas**

External audit & assurance · internal audit, risk & controls (SOX).

**Key Responsibilities**

- Design realistic scenarios from your work — audit planning, scoping & risk assessment; substantive fieldwork, sampling & testing workpapers; the audit report & opinion / engagement wrap-up; PBC support; SOX controls documentation, walkthroughs & testing; issue tracking and remediation validation
- Review and compare AI-generated audit outputs for accuracy, evidential support, and sound professional judgment
- Provide clear written feedback that improves how AI performs audit and controls tasks
- Collaborate asynchronously with the research team

**Ideal Qualifications**

- Public accounting audit background (Big 4 or regional firm) and/or internal audit / controls (SOX) background
- CPA or CIA
- Bachelor's degree in Accounting, Finance, or a related field
- Strong written communication and attention to detail

**Application Process**

- Submit a resume or a short summary of your audit experience
- Complete a short form on your practice area, specialties, and certifications
- Selected applicants may complete a brief sample task

Audit & Controls Specialist (External / Internal SOX)

**Role Overview**

Mercor is collaborating with a leading AI lab to engage experienced FP&A and treasury professionals. You'll translate real planning, analysis, and cash / treasury work into structured, high-quality training data that teaches AI to reason about how finance teams actually work.

**Focus Areas**

Financial planning & analysis (FP&A) · treasury & cash management.

**Key Responsibilities**

- Design realistic scenarios from your work — operating budgets and rolling forecasts, flux / variance analysis and commentary, 13-week cash flow forecasts, daily cash positioning & bank administration, FX revaluation, debt / covenant compliance schedules, and formula-driven financial models
- Review and compare AI-generated FP&A / treasury outputs for accuracy and sound judgment on assumptions
- Provide clear written feedback that improves how AI performs planning and cash-management tasks
- Collaborate asynchronously with the research team

**Ideal Qualifications**

- Finance / MBA background with strong financial-modeling skills and hands-on cash / treasury exposure
- CTP (Certified Treasury Professional) a plus for treasury-leaning candidates
- Corporate FP&A or treasury experience at a mid-size or larger company
- Bachelor's degree in Finance, Accounting, or a related field
- Strong written communication and attention to detail

**Application Process**

- Submit a resume or a short summary of your FP&A / treasury experience
- Complete a short form on your practice area, specialties, and certifications
- Selected applicants may complete a brief sample task

FP&A & Treasury Analyst

**Role Overview**

Mercor is collaborating with a leading AI lab to engage experienced tax professionals. You'll translate real tax compliance, provision, and planning work into structured, high-quality training data that teaches AI to reason about how tax accountants actually work.

**Focus Areas**

Tax — across corporate, individual, partnership / pass-through, SALT, and international sub-specialties.

**Key Responsibilities**

- Design realistic scenarios from your tax work — return preparation (1040 / 1120 / 1120-S / 1065), tax provision (ASC 740), responses to notices / IDRs and controversy support, tax planning and estimated payments
- Review and compare AI-generated tax outputs for technical accuracy and defensible positions
- Provide clear written feedback that improves how AI performs tax tasks
- Collaborate asynchronously with the research team

**Ideal Qualifications**

- CPA or EA (Enrolled Agent)
- A clear tax sub-specialty — corporate, individual, partnership, SALT, or international / cross-border
- Public accounting (firm) or in-house tax experience
- Bachelor's degree in Accounting, Finance, or a related field
- Strong written communication and attention to detail

**Application Process**

- Submit a resume or a short summary of your tax experience
- Complete a short form on your practice area, specialties, and certifications
- Selected applicants may complete a brief sample task

Tax Accountant / Specialist

**Role Overview**

Mercor is collaborating with a leading AI lab to engage experienced corporate / controllership accountants. You'll translate the day-to-day of running the books — financial reporting, the month-end close, and core accounting operations — into structured, high-quality training data that teaches AI to reason about real accounting work.

**Focus Areas**

Financial accounting & reporting · bookkeeping / client accounting services (CAS) · accounting operations (AP / AR / payroll).

**Key Responsibilities**

- Design realistic scenarios from your controllership work — financial statement preparation, journal entries, account & bank reconciliations, month-end / period-end close, fixed-asset & depreciation schedules, accruals and prepaids
- Review and compare AI-generated accounting outputs for accuracy, GAAP compliance, and sound professional judgment
- Provide clear written feedback that improves how AI performs close and reporting tasks
- Collaborate asynchronously with the research team

**Ideal Qualifications**

- CPA, or 3–5+ years of corporate/in-house or firm accounting experience (no niche certification required)
- Hands-on ownership of the general ledger and the period-end close
- Bachelor's degree in Accounting, Finance, or a related field
- Comfortable with common accounting tools (QuickBooks, NetSuite, SAP, Oracle, Excel)
- Strong written communication and attention to detail

**Application Process**

- Submit a resume or a short summary of your accounting experience
- Complete a short form on your practice area, specialties, and certifications
- Selected applicants may complete a brief sample task

Corporate / Controllership Accountant

Mercor is hiring highly detail-oriented Generalists on behalf of an AI lab to support **human data pipelines used to train and evaluate advanced AI systems**. This role is ideal for people who are extremely quality-focused, methodical, and take pride in producing consistently high-accuracy work. You’ll work on structured evaluation, labelling, and review tasks where precision matters more than speed. Small mistakes compound here — we’re looking for people who notice edge cases, inconsistencies, and ambiguity instinctively.

### **What You’ll Do**

- Review, evaluate, and annotate AI outputs with extreme attention to detail
    
- Follow complex guidelines precisely and apply them consistently across tasks
    
- Identify subtle errors, edge cases, and quality issues others might miss
    
- Provide clear, structured feedback to improve downstream AI training quality
    
- Maintain high accuracy across repetitive, high-volume workflows
    
- Flag unclear instructions or ambiguous cases proactively
    

### **What We’re Looking For**

- Exceptionally **detail-oriented** and quality-obsessed mindset
    
- Prior experience as a **CB / reviewer / rater** in human data or AI training pipelines
    
- Proven ability to follow nuanced instructions without deviation
    
- Strong written communication and reasoning skills
    
- High reliability, consistency, and comfort with repetitive precision work
    
- Ability to work independently and maintain focus over long task batches
    

### **Nice to Have**

- Experience with large-scale AI data annotation or evaluation programs
    
- Background in QA, operations, trust & safety, or structured review work
    
- Familiarity with multi-step rubric-based evaluations
    
- Comfort giving calibrated feedback aligned with strict quality bars
    

### **Why Join**

- Work directly on training next-generation AI systems
    
- Clear expectations and quality-first culture
    
- Long-term opportunity for consistent, high-quality contributors

Generalists

We are seeking experienced **Irish domestic tax specialists** to review AI-generated tax research focused on **Irish domestic taxation**. Experts will evaluate technical tax analyses, supporting legal authorities, and grading rubrics while ensuring alignment with current Irish tax law. This role is focused exclusively on **Irish domestic tax matters**.

### Responsibilities

- Review Irish domestic tax research questions and model answers.
    
- Validate legal authorities and technical tax analyses.
    
- Improve grading rubrics and gold-standard answers.
    
- Ensure alignment with Revenue guidance and legislative updates.
    
- Verify technical accuracy across domestic tax topics.
    

### Required Qualifications

- 5+ years of Irish tax experience.
    
- Chartered Tax Adviser (CTA Ireland), ACA, ACCA, Chartered Accountant Ireland, Solicitor, or equivalent qualification.
    
- Deep expertise in Irish domestic taxation.
    
- Experience interpreting Irish Taxes Consolidation Act, Revenue guidance, and relevant case law.
    
- Experience preparing technical tax memoranda and advisory opinions.
    
- Excellent analytical and written communication skills.
    

### Preferred Qualifications

- Corporation Tax
    
- Income Tax
    
- VAT
    
- Capital Gains Tax
    
- Capital Acquisitions Tax
    
- Stamp Duty
    
- Revenue audits or tax controversy experience
    

### Engagement Details

- Remote
    
- 10–20 hours/week
    
- Short-term engagement
    
- Competitive hourly compensation

Ireland Domestic Tax Specialist

We are seeking experienced **Indian domestic tax specialists** to review AI-generated tax research involving **Indian domestic taxation**. Experts will assess tax accuracy, statutory references, supporting authorities, and grading rubrics. This role focuses exclusively on **Indian domestic tax law**.

### Responsibilities

- Review Indian tax research questions and model answers.
    
- Validate statutory interpretation and supporting authorities.
    
- Improve technical accuracy of tax analyses.
    
- Update answers based on recent legislative developments.
    
- Refine grading rubrics where necessary.
    

### Required Qualifications

- 5+ years of Indian tax experience.
    
- Chartered Accountant (CA), Advocate, Cost Accountant, or equivalent tax qualification.
    
- Deep expertise in Indian domestic taxation.
    
- Experience interpreting the Income-tax Act, GST legislation, CBDT circulars, and judicial precedents.
    
- Experience preparing tax opinions, litigation support, or advisory memoranda.
    
- Strong written communication skills.
    

### Preferred Qualifications

- Corporate Tax
    
- Direct Tax
    
- GST
    
- TDS/TCS
    
- Tax Litigation
    
- Assessments and Appeals
    
- Domestic tax advisory experience
    

### Engagement Details

- Remote
    
- 10–20 hours/week
    
- Short-term engagement
    
- Competitive hourly compensation

India Domestic Tax Specialist

We are seeking experienced **Singapore Domestic Tax Specialists** to review AI-generated tax research focused on **Singapore domestic taxation**. Experts will validate technical accuracy, assess legal authorities, and improve model answers and evaluation rubrics. This engagement focuses solely on **Singapore domestic tax law**.

### Responsibilities

- Review Singapore tax research questions.
    
- Validate legal reasoning and tax conclusions.
    
- Evaluate IRAS guidance and statutory references.
    
- Improve gold-standard answers and grading rubrics.
    
- Verify recent legislative and policy updates.
    

### Required Qualifications

- 5+ years of Singapore tax experience.
    
- Accredited Tax Practitioner (Singapore), CA Singapore, Chartered Accountant, or equivalent professional qualification.
    
- Deep expertise in Singapore domestic taxation.
    
- Experience with IRAS rulings, Income Tax Act, GST Act, and related legislation.
    
- Experience drafting tax memoranda and advisory opinions.
    
- Strong analytical and writing skills.
    

### Preferred Qualifications

- Corporate Income Tax
    
- Individual Income Tax
    
- GST
    
- Withholding Tax
    
- Property Tax
    
- Stamp Duty
    
- Tax advisory or dispute resolution experience
    

### Engagement Details

- 10–20 hours/week
    
- Short-term engagement
    
- Competitive hourly compensation

Singapore Domestic Tax Specialist

We are seeking experienced **UK Domestic Tax Specialists** to review and improve AI-generated tax research content focused on **UK domestic taxation**. Experts will evaluate tax accuracy, validate legal authorities, review grading rubrics, and refine model answers across UK tax topics. This role focuses exclusively on **UK domestic tax law** and does **not** require international or cross-border tax expertise.

### Responsibilities

- Review UK domestic tax research questions and model answers.
    
- Validate the accuracy of tax analyses and supporting legal authorities.
    
- Review and improve grading rubrics for technical accuracy and completeness.
    
- Rewrite model answers where necessary.
    
- Ensure analyses reflect current UK legislation, HMRC guidance, and recent tax developments.
    

### Required Qualifications

- 5+ years of professional UK tax experience.
    
- ACA, ACCA, CTA, Chartered Accountant, Solicitor, Barrister, or equivalent UK tax qualification.
    
- Deep expertise in UK domestic taxation.
    
- Experience interpreting UK tax legislation, HMRC guidance, and case law.
    
- Experience preparing technical tax opinions, memoranda, and compliance documentation.
    
- Excellent written communication and analytical skills.
    

### Preferred Qualifications

- Corporate Tax
    
- Personal Income Tax
    
- Capital Gains Tax
    
- VAT
    
- Employment Tax
    
- Stamp Duty
    
- Tax controversy or HMRC advisory experience
    

### Engagement Details

- 10–20 hours/week
    
- Short-term engagement
    
- Competitive hourly compensation

UK Domestic Tax Specialist

We are seeking experienced **US Corporate Tax Specialists** to review and improve AI-generated tax research materials. You will evaluate existing corporate tax research questions, verify the legal and technical accuracy of model answers, assess supporting authorities, and refine grading rubrics to ensure high-quality outputs. This is a short-term, fully remote engagement with flexible hours.

## Responsibilities

- Review approximately 120 existing US corporate tax research questions.
    
- Validate the accuracy of draft gold-standard answers across US tax topics.
    
- Evaluate the quality, authority, and relevance of cited legal sources, including statutes, Treasury Regulations, IRS guidance, case law, and secondary authorities.
    
- Review and improve grading rubrics for completeness, consistency, and technical accuracy.
    
- Rewrite gold answers and rubrics where necessary to reflect current law and best practices.
    
- Verify effective dates, legislative changes, and evolving tax guidance.
    

## Required Qualifications

- 5+ years of professional US tax experience.
    
- CPA, JD (LLM in Tax preferred), or equivalent experience as a Tax Manager, Tax Counsel, or Big Four tax professional.
    
- Deep expertise in **US Federal Corporate Tax**.
    
- Strong understanding of tax research methodologies and source hierarchy.
    
- Experience preparing technical tax memoranda, workpapers, tax opinions, and IRS forms.
    
- Excellent written communication skills with strong attention to detail.
    

## Preferred Qualifications

- Experience with **Partnership Tax**.
    
- Experience with **State & Local Tax (SALT)**.
    
- Familiarity with **Transfer Pricing (IRC §482)**.
    
- Experience reviewing complex, multi-step tax analyses.
    
- Ability to identify and apply recent legislative and regulatory developments (including the OBBBA and other recent tax law changes).
    

## Engagement Details

- **Location:** Remote
    
- **Commitment:** Minimum 10 hours per week
    
- **Duration:** Approximately 1–2 weeks

US Corporate Tax Review Specialist (Federal Corporate Tax)

Mercor is partnering with a leading AI research lab to build next-generation text-to-speech (TTS) systems capable of producing natural, expressive, and human-like voices. We are seeking **USA-based African American voice actors** to contribute high-quality voice recordings for training and evaluating cutting-edge speech models. This role is ideal for professionals with experience in voice acting, narration, or broadcast who can deliver consistent, expressive, and clean audio across a variety of scripts.

**Your voice recordings will be used exclusively for the client's internal CX AI Agent. They will not be sold, licensed, or reused for any other product, dataset, or purpose.**

* * *

### **Key Responsibilities**

- Record high-quality voice samples across diverse scripts (conversational, narrative, instructional, etc.)
    
- Deliver **clear, natural, and expressive speech** with strong control over tone, pacing, and pronunciation
    
- Maintain **consistency in voice, accent, and delivery** across recording sessions
    
- Follow detailed recording guidelines (environment, microphone setup, file formatting)
    
- Perform multiple takes with variation in emotion, emphasis, and style when required
    

### **Requirements**

- **USA-based voice actor with a natural African American English delivery**
    
- Proven experience in **voice acting, dubbing, narration, podcasting, or broadcasting**
    
- Access to a **professional or near-professional recording setup** (quality microphone, quiet environment, pop filter, etc.)
    
- Strong command of **intonation, diction, and emotional range**
    
- Ability to follow scripts precisely while maintaining natural delivery
    
- Reliable availability over the project duration
    
- **\[IMP\]: Your voice may be cloned for the client's CX AI Agent so please only apply if you are okay with voice cloning. Your recordings will not be sold or reused outside of this specific use case.**
    

### **Preferred Qualifications**

- Experience recording for **TTS, audiobooks, IVR systems, or AI voice datasets**
    
- Familiarity with audio editing tools (e.g., Audacity, Adobe Audition, Reaper)
    
- Ability to deliver **multiple vocal styles** (e.g., conversational, corporate, energetic, calm)
    

* * *

Voice Actor: CX Agent Voice Cloning (African American)

We are seeking experienced **AI Safety Red Teamers** to identify vulnerabilities in frontier AI systems through adversarial testing. You will design challenging prompts, uncover model weaknesses, and evaluate AI behavior across complex, high-risk, and ambiguous ("grey-area") topics.

## Responsibilities

- Design adversarial prompts to stress-test frontier AI models.
    
- Identify jailbreaks, unsafe behaviours, hallucinations, and policy failures.
    
- Evaluate model robustness across misinformation, cyber, biosecurity, fraud, political content, and other sensitive domains.
    
- Document vulnerabilities and contribute to safety benchmarking and red-teaming reports.
    
- Collaborate with AI researchers to improve model alignment, robustness, and safety.
    

## Required Qualifications

- Bachelor's degree or higher in Computer Science, Cybersecurity, Journalism, Communications, Psychology, Biology, Chemistry, Public Policy, or a related discipline.
    
- 5+ years of professional experience in AI Safety, AI Red Teaming, Trust & Safety, cybersecurity, investigative journalism, life sciences, or a related field.
    
- Strong analytical reasoning, prompt design, and written communication skills.
    
- Experience designing adversarial prompts or evaluating frontier AI systems.
    

## Preferred Qualifications

- Experience with AI Red Teaming, RLHF, SFT, AI Alignment, or Trust & Safety.
    
- Familiarity with jailbreak testing, prompt engineering, or adversarial evaluation methodologies.
    
- Expertise in one or more grey-area domains, including cyber, biosecurity, political content, misinformation, or scientific safety.
    

## Why Join?

- Help secure and strengthen the next generation of frontier AI models.
    
- Work on cutting-edge adversarial testing alongside leading AI researchers and safety teams.
    
- Influence how AI systems respond to complex, real-world safety challenges.

AI Safety Red Teamer

We are seeking experienced **AI Safety Practitioners** to evaluate the safety, quality, and alignment of frontier AI models across complex, policy-sensitive, and ambiguous ("grey-area") topics. You will assess AI-generated responses, apply safety policies, and help improve model behavior through structured evaluations and feedback.

## Responsibilities

- Evaluate AI-generated responses for safety, factual accuracy, policy compliance, and overall quality.
    
- Review content involving misinformation, political persuasion, self-harm, violence, cyber, biosecurity, and other sensitive domains.
    
- Apply and refine evaluation rubrics for RLHF, SFT, and AI safety benchmarking.
    
- Identify unsafe outputs, hallucinations, reasoning failures, and policy violations.
    
- Provide structured feedback to improve model alignment and safety performance.
    
- Collaborate with AI researchers and safety teams on ongoing evaluation initiatives.
    

## Required Qualifications

- Bachelor's degree or higher in Journalism, Communications, Psychology, Sociology, Public Policy, Law, Biology, Chemistry, Computer Science, or a related discipline.
    
- 5+ years of professional experience in AI Safety, Trust & Safety, journalism, public policy, scientific research, security, or a related field.
    
- Excellent written English, critical thinking, and analytical reasoning skills.
    
- Ability to consistently evaluate nuanced and policy-sensitive scenarios.
    

## Preferred Qualifications

- Experience with AI Safety, RLHF, SFT, Trust & Safety, or AI evaluation.
    
- Familiarity with safety policies, content moderation, or evaluation rubric development.
    
- Experience reviewing complex, high-risk, or ambiguous content.
    

## Why Join?

- Shape the safety and behaviour of frontier AI models used by millions worldwide.
    
- Work on challenging, real-world safety evaluations across nuanced and high-impact domains.
    
- Collaborate with leading AI researchers, engineers, and safety teams.

AI Safety Practitioner

**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 MLOps Engineers with deep, hands-on expertise in modern ML frameworks — specifically JAX, PyTorch, and kernel-level programming (Pallas/Triton). This role involves AI model training and evaluation work, including writing and assessing MLOps tasks and solutions to generate high-quality training data for frontier AI systems.

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. **This is a 40-hour full-time engagement, with no conflicts/no other engagements.**

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in MLOps, training infrastructure, and ML framework-level topics.
    
- Design challenging, domain-relevant tasks, and write accurate and well-structured solutions to MLOps and ML systems problems.
    
- Evaluate MLOps tasks and solutions and provide clear, written technical feedback.
    
- Develop guidelines and detailed rubrics/evaluation frameworks to assess training pipeline design, distributed systems reasoning, and kernel-level optimization across tasks.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- 2+ years of dedicated professional experience in ML infrastructure, MLOps, or ML systems engineering at a recognized, top-tier organization.
    
- Hands-on production experience with JAX and/or PyTorch at scale.
    
- Experience writing or optimizing custom GPU kernels using Pallas (JAX) or Triton.
    
- 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 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.

MLOps Engineer (JAX, PyTorch, Pallas/Triton)

**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

We're seeking talented Performance Engineers with deep expertise in low-level systems optimization — specifically C++, Python, and Rust — to bring hands-on technical excellence and elevate the quality of our AI training and inference infrastructure data. This role involves AI model training and evaluation work, including writing and assessing performance-engineering tasks and solutions to generate high-quality training data for frontier AI systems.

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. **This is a 40-hour full-time engagement, with no conflicts/no other engagements.**

# 2\. Key Responsibilities

- Guide research and engineering teams to close knowledge gaps and improve AI model performance in systems-level optimization, compiler engineering, and runtime performance topics.
    
- Design challenging, domain-relevant tasks across multiple specializations, and write accurate and well-structured solutions to performance engineering problems.
    
- Evaluate performance engineering tasks and solutions and provide clear, written technical feedback.
    
- Develop guidelines and detailed rubrics/evaluation frameworks to assess systems design quality across AI workloads.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- 2+ years of dedicated professional experience in performance engineering, systems programming, or low-level optimization.
    
- Deep hands-on expertise in at least one of the following: **C++, Python, or Rust** — with working familiarity across the others being a strong plus.
    
- Demonstrable track record of measurable performance improvements on production systems (e.g., latency reduction, throughput gains, memory footprint optimization).
    
- 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 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 Engineer (C++, Python, Rust)

## About the Opportunity

A leading AI research organization is seeking advanced LLM power users with strong experience using MCP and (more importantly) plugins/connectors for real-world personal life tasks.

This project focuses on evaluating how well AI systems handle personalized, multi-step life tasks that require context, judgment, planning, and use of connected tools such as Google Drive, Expedia, Notion, and other plugins/connectors.

This role is ideal for people who use AI heavily in their personal lives and can do a better job replicating what AI could do if it weren’t available

## What You’ll Do

You will help evaluate AI systems on complex personal workflows, including tasks across:

- Personal health
    
- Travel
    
- Activity planning, including food and dining
    
- Services, such as home repair
    
- Career search
    
- Other life organization workflows
    

Responsibilities may include:

- Creating realistic prompts for complex personal-life tasks
    
- Executing tasks and actions while recording your screen (required)
    
- Using your personal plugins/connectors while you complete actions
    
- Writing clear explanations of AI successes and failures
    
- Judging whether AI outputs are practical, personalized, and well-reasoned
    
- Identifying where models miss context, overreach, fail to use tools correctly, or produce unrealistic results
    
- Creating and applying detailed rubrics to assess model performance
    

## Who We’re Looking For

Strong candidates will have:

- US-based only
    
- Strong MCP experience and plug in / connector usage
    
- Experience using LLM plugins/connectors such as Google Drive, Expedia, Notion, and similar tools, multiple times a week
    
- Heavy personal usage of LLM products
    
- An active, rich LLM account with regular usage and approximately 6+ months of history
    
- **Willingness to sign a data-share consent form via DocuSign**
    
- Experience using AI for multi-step planning, research, decision-making, or personal workflows
    
- Strong written judgment and attention to detail
    
- Ability to explain what makes an AI output good, bad, incomplete, unsafe, or unrealistic
    
- Experience writing and evaluating against rubrics
    

Extensive rubric experience is especially valuable, including 100+ hours on prior rubric projects involving rubric design, evaluation, and quality assessment.

## Ideal Candidate Profile

The strongest candidates are LLM power users who are already using plug-in tools in their personal lives for high-context tasks such as trip planning, health research, home services, food and dining decisions, career planning, personal organization, or similar workflows.

Candidates who want to be more competitive for this and future opportunities are encouraged to proactively spend time learning MCP and using LLM plugins/connectors before applying.

## Why This Work Matters

LLMs are quickly becoming personal assistants for everyday decisions, but truly useful AI needs to do more than produce generic advice. It needs to understand context, preferences, constraints, tradeoffs, and what success looks like in real life.

Your evaluations will help improve how AI systems support people with practical, high-context tasks across food, health, travel, productivity, careers, and life organization. This work directly contributes to making AI assistants more personalized, trustworthy, and useful for real-world personal workflows.

## Engagement Details

- Expected commitment: 20+ hours/week
    
- Ramp-up: 1–2 days required
    
- Turnaround expectation: Ability to complete tasks within 24 hours
    
- Equipment: Desktop or laptop required; Chromebooks are not supported
    
- Experts added to the project will begin in a trial period to assess project fit, quality, and consistency before being considered for ongoing tasking.
    
- Please note: This project is still in its early stages, so there may be an initial delay before tasking begins.

MCP & Plug In Connectors Expert

Mercor is hiring on behalf of a leading AI company for **Sinhala Voice & QA Experts**. You will place and evaluate Sinhala-language voice conversations to help build and quality-check AI-powered voice agents.

This is a remote, hourly engagement open to candidates based in Sri Lanka, with an immediate start.

## Responsibilities

- Make outbound calls in Sinhala following provided scenarios
    
- QA those calls for accuracy, tone, clarity, and naturalness
    
- QA other Sinhala conversations and flag linguistic or quality issues
    
- Provide clear written feedback
    
- Participate in check-ins as needed
    

## Requirements

- Native or fluent Sinhala speaker
    
- Based in Sri Lanka
    
- Strong attention to detail
    
- Clear written communication
    

## Nice to Have

- Customer service experience
    
- Data annotation / QA experience
    

## Engagement Details

- Remote, hourly
    
- Immediate start — onboarding as soon as possible
    
- Short onboarding
    
- Ongoing scenario testing and QA

Sinhala Voice & QA Experts

Mercor is seeking experienced **Pro Bono Counsel** to evaluate AI-generated legal analyses involving civil legal services and access-to-justice issues. Experts will leverage their broad civil practice experience to assess legal reasoning and provide structured feedback to improve AI quality.

* * *

## Responsibilities

- Review AI-generated legal analyses.
    
- Evaluate housing, family, consumer, foreclosure, and debt scenarios.
    
- Assess legal reasoning and procedural guidance.
    
- Identify legal inaccuracies and access-to-justice considerations.
    
- Deliver structured written evaluations.
    

* * *

## Required Qualifications

- Juris Doctor (JD).
    
- Active U.S. bar admission.
    
- Experience managing or participating in pro bono legal initiatives.
    
- Strong background in civil legal practice.
    
- Excellent legal writing and analytical skills.
    

* * *

## Preferred Qualifications

- Experience as Pro Bono Counsel or Pro Bono Partner.
    
- Experience coordinating legal clinics or volunteer attorneys.
    
- Expertise across multiple civil legal practice areas.
    
- Experience with legal technology or AI.
    

* * *

## Why Join Mercor?

- Help improve AI systems supporting legal reasoning and access to justice.
    
- Apply broad civil legal expertise to impactful AI research.
    
- Collaborate with leading AI organisations.
    
- Competitive hourly compensation.

Pro Bono Counsel (Access to Justice Expert)

Mercor is seeking experienced **Senior Civil Legal Paralegals and Accredited Representatives** to review AI-generated legal guidance involving civil legal services workflows. Experts will assess procedural accuracy, documentation quality, and practical usefulness across common civil legal matters.

* * *

## Responsibilities

- Review AI-generated legal guidance.
    
- Evaluate procedural correctness and documentation.
    
- Assess housing, family, consumer debt, and bankruptcy scenarios.
    
- Identify filing errors and missing procedural steps.
    
- Provide structured written feedback.
    

* * *

## Required Qualifications

- Significant experience as a Senior Paralegal or Accredited Representative.
    
- Strong knowledge of civil legal procedures.
    
- Experience supporting housing, family, consumer, or debt matters.
    
- Excellent written communication skills.
    

* * *

## Preferred Qualifications

- Legal aid or nonprofit legal services experience.
    
- Familiarity with jurisdiction-specific filing procedures.
    
- Experience supporting underserved populations.
    
- Experience mentoring legal support staff.
    

* * *

## Why Join Mercor?

- Bring practical legal operations expertise into AI development.
    
- Help improve AI-generated legal guidance for real-world users.
    
- Competitive consulting rates.
    
- Opportunity to contribute to next-generation legal technology.

Senior Civil Legal Paralegal / Accredited Representative

Mercor is seeking experienced **Clinical Law Professors and Clinic Directors** to evaluate AI-generated legal reasoning involving civil legal services. Experts will combine doctrinal knowledge, legal pedagogy, and practical supervision experience to assess AI-generated legal analyses.

* * *

## Responsibilities

- Evaluate AI-generated legal responses.
    
- Review issue spotting, legal reasoning, and procedural analysis.
    
- Assess scenarios involving housing, family, consumer, and debt law.
    
- Provide structured feedback to improve AI systems.
    
- Apply experience supervising law students and live-client clinics.
    

* * *

## Required Qualifications

- Juris Doctor (JD).
    
- Current or previous U.S. bar admission.
    
- Experience directing or supervising a law school clinic.
    
- Expertise in one or more civil legal practice areas.
    
- Strong legal writing and evaluation skills.
    

* * *

## Preferred Qualifications

- Clinical Professor of Law or Clinic Director.
    
- Experience with housing, family, consumer, elder, or disability law clinics.
    
- Experience developing legal curriculum or assessment rubrics.
    
- Published scholarship or educational materials.
    

* * *

## Why Join Mercor?

- Help build more accurate AI for legal education and practice.
    
- Bring your clinical teaching expertise to emerging legal technologies.
    
- Short-term, intellectually engaging project.
    
- Competitive compensation.
    

* * *

## Engagement Details

**Location:** Remote

**Commitment:** Approximately 15 hours/week

**Project Duration:** Estimated 2–3 weeks

Clinical Law Professor / Clinic Director

Mercor is seeking experienced **Public Interest Attorneys** to evaluate AI-generated legal reasoning across a broad range of civil justice matters. You'll review realistic legal scenarios, assess legal analysis, identify reasoning gaps, and provide structured expert feedback to improve AI performance. This role is ideal for attorneys with backgrounds in nonprofit advocacy, civil litigation, impact litigation, or public interest law.

* * *

## Responsibilities

- Review AI-generated legal analyses for legal accuracy and practical usefulness.
    
- Evaluate scenarios involving housing, family law, consumer protection, debt collection, and bankruptcy.
    
- Assess legal reasoning, issue spotting, procedural correctness, and litigation strategy.
    
- Identify legal errors and recommend improvements.
    
- Deliver structured written evaluations.
    

* * *

## Required Qualifications

- Juris Doctor (JD).
    
- Active U.S. bar admission.
    
- 5+ years practicing public interest or civil litigation.
    
- Strong experience in civil legal advocacy.
    
- Excellent legal writing and analytical skills.
    

* * *

## Preferred Qualifications

- Experience at nonprofit legal organizations or impact litigation firms.
    
- Expertise in employment law, elder law, or disability rights.
    
- Experience with policy advocacy or systemic reform.
    
- Experience supervising attorneys or legal fellows.
    
- Interest in legal AI or emerging legal technology.
    

* * *

## Why Join Mercor?

- Help shape AI tools supporting access to justice.
    
- Apply real-world litigation experience to cutting-edge AI evaluation.
    
- Work alongside leading legal and AI experts.
    
- Competitive expert compensation.
    

* * *

## Engagement Details

**Location:** Remote (United States)

**Commitment:** Approximately 15 hours/week

**Project Duration:** Estimated 2–3 weeks

Public Interest Attorney (Civil Justice Expert)

Mercor is partnering with a leading AI research lab to build next-generation text-to-speech (TTS) systems capable of producing natural, expressive, and human-like voices. We are seeking **Indonesia-based female voice actors who are native Bahasa Indonesia speakers** to contribute high-quality voice recordings for training and evaluating cutting-edge speech models. Fluency in English is a plus. This role is ideal for professionals with experience in voice acting, narration, or broadcast who can deliver consistent, expressive, and clean audio across a variety of scripts.

* * *

### **Key Responsibilities**

- Record high-quality voice samples across diverse scripts (conversational, narrative, instructional, etc.)
    
- Deliver **clear, natural, and expressive speech** with strong control over tone, pacing, and pronunciation
    
- Maintain **consistency in voice, accent, and delivery** across recording sessions
    
- Follow detailed recording guidelines (environment, microphone setup, file formatting)
    
- Perform multiple takes with variation in emotion, emphasis, and style when required
    

### **Requirements**

- **Native Bahasa Indonesia speaker currently based in Indonesia**
    
- Proven experience in **voice acting, dubbing, narration, podcasting, or broadcasting**
    
- Access to a **professional or near-professional recording setup** (quality microphone, quiet environment, pop filter, etc.)
    
- Strong command of **intonation, diction, and emotional range**
    
- Ability to follow scripts precisely while maintaining natural delivery
    
- Reliable availability over the project duration
    
- **\[IMP\]: Your voice may be cloned for the clients CX AI Agent so please only apply if you are okay with voice cloning**
    

### **Preferred Qualifications**

- **Fluency in English** in addition to Bahasa Indonesia
    
- Experience recording for **TTS, audiobooks, IVR systems, or AI voice datasets**
    
- Familiarity with audio editing tools (e.g., Audacity, Adobe Audition, Reaper)
    
- Ability to deliver **multiple vocal styles** (e.g., conversational, corporate, energetic, calm)
    

* * *

Voice Actor: CX Agent Voice Cloning (Indonesian Bahasa - Female)

Mercor is hiring native Turkish speakers to help capture and evaluate real, natural voice interactions with a next-generation AI assistant, in partnership with a leading AI lab.

You will use a specialized version of the app on your own Mac to complete everyday tasks by voice, then log and rate the AI's responses in your bilingual language.

Key Responsibilities

- Use your voice to compose messages, emails, and notes across everyday apps
    
- Direct the AI to take actions such as generating images, formatting text, applying spreadsheet formulas, or summarizing documents
    
- Record accurate transcripts of your spoken queries, and produce a cleaned-up transcript
    
- Rate the AI's responses
    
- Log all task data in a structured tracking sheet and upload supporting recordings to a shared drive
    

Ideal Qualifications

- Native or near-native proficiency in Turkish (raised/native to Turkey preferred)
    
- Able to understand and follow instructions in English
    
- MUST own a Mac with an Apple Silicon chip (M1, M2, or M3) running macOS Sequoia 15.0 or newer
    
- Regular, everyday use of common productivity apps (email, messaging, docs, spreadsheets, browsers)
    
- Comfortable with detailed, structured data entry and self-directed quality review
    

Project Timeline

- Start Date: Immediate
    
- Duration: 3 weeks
    

Application & Onboarding

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Set up your Mercor Expert email and complete technical setup
    
- Receive next steps and onboarding details within a few days
    

Apply today and help shape the future of natural, voice-driven AI!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Bilingual Writer - Turkish (Turkey)

Mercor is hiring native Spanish speakers to help capture and evaluate real, natural voice interactions with a next-generation AI assistant, in partnership with a leading AI lab.

You will use a specialized version of the app on your own Mac to complete everyday tasks by voice, then log and rate the AI's responses in your bilingual language.

Key Responsibilities

- Use your voice to compose messages, emails, and notes across everyday apps
    
- Direct the AI to take actions such as generating images, formatting text, applying spreadsheet formulas, or summarizing documents
    
- Record accurate transcripts of your spoken queries, and produce a cleaned-up transcript
    
- Rate the AI's responses
    
- Log all task data in a structured tracking sheet and upload supporting recordings to a shared drive
    

Ideal Qualifications

- Native or near-native proficiency in Spanish (raised/native to Spain preferred)
    
- Able to understand and follow instructions in English
    
- MUST own a Mac with an Apple Silicon chip (M1, M2, or M3) running macOS Sequoia 15.0 or newer
    
- Regular, everyday use of common productivity apps (email, messaging, docs, spreadsheets, browsers)
    
- Comfortable with detailed, structured data entry and self-directed quality review
    

Project Timeline

- Start Date: Immediate
    
- Duration: 3 weeks
    

Application & Onboarding

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Set up your Mercor Expert email and complete technical setup
    
- Receive next steps and onboarding details within a few days
    

Apply today and help shape the future of natural, voice-driven AI!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Bilingual Writer - Spanish (Spain)

Mercor is hiring native German speakers to help capture and evaluate real, natural voice interactions with a next-generation AI assistant, in partnership with a leading AI lab.

You will use a specialized version of the app on your own Mac to complete everyday tasks by voice, then log and rate the AI's responses in your bilingual language.

Key Responsibilities

- Use your voice to compose messages, emails, and notes across everyday apps
    
- Direct the AI to take actions such as generating images, formatting text, applying spreadsheet formulas, or summarizing documents
    
- Record accurate transcripts of your spoken queries, and produce a cleaned-up transcript
    
- Rate the AI's responses
    
- Log all task data in a structured tracking sheet and upload supporting recordings to a shared drive
    

Ideal Qualifications

- Native or near-native proficiency in German (raised/native to Germany preferred)
    
- Able to understand and follow instructions in English
    
- MUST own a Mac with an Apple Silicon chip (M1, M2, or M3) running macOS Sequoia 15.0 or newer
    
- Regular, everyday use of common productivity apps (email, messaging, docs, spreadsheets, browsers)
    
- Comfortable with detailed, structured data entry and self-directed quality review
    

Project Timeline

- Start Date: Immediate
    
- Duration: 3 weeks
    

Application & Onboarding

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Set up your Mercor Expert email and complete technical setup
    
- Receive next steps and onboarding details within a few days
    

Apply today and help shape the future of natural, voice-driven AI!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Bilingual Writer - German (Germany)

Mercor is hiring native French speakers to help capture and evaluate real, natural voice interactions with a next-generation AI assistant, in partnership with a leading AI lab.

You will use a specialized version of the app on your own Mac to complete everyday tasks by voice, then log and rate the AI's responses in your bilingual language.

Key Responsibilities

- Use your voice to compose messages, emails, and notes across everyday apps
    
- Direct the AI to take actions such as generating images, formatting text, applying spreadsheet formulas, or summarizing documents
    
- Record accurate transcripts of your spoken queries, and produce a cleaned-up transcript
    
- Rate the AI's responses
    
- Log all task data in a structured tracking sheet and upload supporting recordings to a shared drive
    

Ideal Qualifications

- Native or near-native proficiency in French (raised/native to France preferred)
    
- Able to understand and follow instructions in English
    
- MUST own a Mac with an Apple Silicon chip (M1, M2, or M3) running macOS Sequoia 15.0 or newer
    
- Regular, everyday use of common productivity apps (email, messaging, docs, spreadsheets, browsers)
    
- Comfortable with detailed, structured data entry and self-directed quality review
    

Project Timeline

- Start Date: Immediate
    
- Duration: 3 weeks
    

Application & Onboarding

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Set up your Mercor Expert email and complete technical setup
    
- Receive next steps and onboarding details within a few days
    

Apply today and help shape the future of natural, voice-driven AI!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Bilingual Writer - French (France)

Mercor is hiring native Arabic speakers to help capture and evaluate real, natural voice interactions with a next-generation AI assistant, in partnership with a leading AI lab.

You will use a specialized version of the app on your own Mac to complete everyday tasks by voice, then log and rate the AI's responses in your bilingual language.

Key Responsibilities

- Use your voice to compose messages, emails, and notes across everyday apps
    
- Direct the AI to take actions such as generating images, formatting text, applying spreadsheet formulas, or summarizing documents
    
- Record accurate transcripts of your spoken queries, and produce a cleaned-up transcript
    
- Rate the AI's responses
    
- Log all task data in a structured tracking sheet and upload supporting recordings to a shared drive
    

Ideal Qualifications

- Native or near-native proficiency in Egyptian Arabic (raised/native to Egypt preferred)
    
- Able to understand and follow instructions in English
    
- MUST own a Mac with an Apple Silicon chip (M1, M2, or M3) running macOS Sequoia 15.0 or newer
    
- Regular, everyday use of common productivity apps (email, messaging, docs, spreadsheets, browsers)
    
- Comfortable with detailed, structured data entry and self-directed quality review
    

Project Timeline

- Start Date: Immediate
    
- Duration: 3 weeks
    

Application & Onboarding

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Set up your Mercor Expert email and complete technical setup
    
- Receive next steps and onboarding details within a few days
    

Apply today and help shape the future of natural, voice-driven AI!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Bilingual Writer - Arabic (Egypt)

1\. Role Overview

Mercor is partnering with a leading AI research organization to engage experienced management consultants for a project focused on evaluating how well AI systems perform real-world consulting work. Rather than producing deliverables yourself, you will define what excellent work looks like: designing task-specific grading criteria and scoring completed work samples with rigorous, well-reasoned written justifications.

2\. Key Responsibilities

- Design precise, task-specific grading criteria for real-world consulting deliverables (market analyses, strategy recommendations, financial models, client-ready slide decks, and implementation roadmaps)
    
- Score AI-generated and human work samples against those criteria, with detailed written justifications for every score
    
- Apply consistent, evidence-based judgment so that scores are reproducible and defensible
    
- Incorporate structured feedback from senior reviewers and iterate quickly on your work
    

3\. Ideal Qualifications

- 5+ years of professional management consulting experience
    
- Background at a top-tier strategy or management consulting firm (e.g., McKinsey, Bain, BCG, or equivalent)
    
- Deep fluency in structured problem solving, market sizing, financial modeling and business-case building, and slide-based executive communication
    
- Exceptionally strong written communication
    
- Detail-oriented, consistent, and comfortable having your judgment reviewed and calibrated against peers
    
- Prior experience with AI training, evaluation, or human-data projects is a strong plus
    

4\. Application Process

- Submit your resume or relevant professional background to get started
    
- Qualified applicants may be asked to complete a brief assessment or submit additional information

Management Consulting 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 AI models.**

# 1\. Overview

Are you ready to help shape the future of artificial intelligence? Join a leading AI lab's cutting-edge GenAI team, where you'll be at the forefront of building groundbreaking AI models. We're seeking talented **Project Coordinators** to support and accelerate world-class AI research and data operations — acting as the operational bridge between program leadership and a growing team of domain experts.

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\. What You'll Do

- Act as a day-to-day point of contact for AI data projects, helping keep workflows and operations running smoothly.
    
- Work closely with program leads and domain experts — take inputs from leadership, turn them into clear guidelines, and share them with expert teams.
    
- Help onboard and support new experts as the program grows.
    
- Join weekly business reviews, keep notes and action items organized, and lead calls when needed.
    
- Help spot quality issues, understand root causes, and share findings across teams.
    
- Contribute to creating and refining project guidelines with research and product partners.
    
- Flag potential roadblocks early and help get them resolved.
    
- Track project deliverables using Google Sheets and Excel.
    
- Stay flexible and adapt as project needs evolve.
    

# 3\. Qualifications

- **Location:** Must be based in the USA.
    
- **Education:** STEM background strongly preferred.
    
- **Experience:** 3+ years in project coordination or project management, with the ability to coordinate large, cross-functional teams.
    
- **AI fluency:** hands-on experience on AI training-data or human-data projects — as a project coordinator, team lead, EPM, or expert contributor.
    
- **Ideal:** prior project coordination on AI/data programs at organizations like Meta, TikTok, or Amazon, or EPM/project-lead experience on Mercor projects or other AI tranining projects.
    
- **Skills:** strong data management experience (Excel, SQL) and working knowledge of coding.
    
- **Leadership:** prior people management experience or demonstrated ability to lead large groups effectively.
    

**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.

Project Coordinator - AI & Data Projects

**Mercor is recruiting US & UK-based US-qualified Labor & Employment Lawyers for a research project with a leading frontier AI lab.**

We are seeking experienced lawyers who are **qualified to practice law in the United States** and have professional experience in a **Labor & Employment / Employment Law practice group**. Candidates must be **based in the United Kingdom or the United States** and have experience advising on or reviewing **corporate workplace policies**.

This project will involve creating, reviewing, and evaluating realistic legal and workplace policy scenarios, leveraging your experience with employment law, HR policies, compliance, and corporate advisory work.

**Ideal candidates have experience with one or more of the following:**

- Corporate workplace policies
    
- Employee handbooks and HR policy review
    
- Labor and employment advisory work
    
- Workplace investigations
    
- Discrimination, harassment, retaliation, and accommodation policies
    
- Wage and hour compliance
    
- Termination, discipline, and employee relations matters
    
- Multi-jurisdictional employment law issues
    
- Employment law support for multinational companies
    

**Preferred candidates have experience at one or more of the following firms:**

- Baker McKenzie
    
- Littler
    
- Seyfarth Shaw
    
- Squire Patton Boggs
    
- Ogletree Deakins
    
- Morgan Lewis
    
- Paul Hastings
    
- Proskauer
    
- A&O Shearman
    
- Hogan Lovells
    
- Gibson Dunn
    
- Latham & Watkins
    
- Mayer Brown
    
- Jones Day
    
- Skadden
    
- Or another leading law firm with a strong Labor & Employment / Employment Law practice
    

**The vetting process involves:**

- Resume and work history screen
    
- Short interview evaluating Labor & Employment law and workplace policy expertise
    

**Please note:** Candidates **must be based in the United Kingdom or the United States, have the right to work in the United Kingdom or the United States, and be US-qualified lawyers**. These are essential requirements for the role.

US & UK-Based Labor & Employment Lawyers

**1\. Role Overview**

Mercor is partnering with a leading AI research organization to engage experienced designers for a project focused on evaluating how well AI systems perform real-world design work. Rather than producing deliverables yourself, you will define what excellent work looks like: designing task-specific grading criteria and scoring completed work samples with rigorous, well-reasoned written justifications.

**2\. Key Responsibilities**

- Design precise, task-specific grading criteria for real-world design deliverables (brand identity systems and guidelines, campaign and marketing visuals, presentation and layout design, packaging concepts, digital and social assets)
    
- Score AI-generated and human work samples against those criteria, with detailed written justifications for every score
    
- Apply consistent, evidence-based judgment so that scores are reproducible and defensible
    
- Incorporate structured feedback from senior reviewers and iterate quickly on your work
    

**3\. Ideal Qualifications**

- 5+ years of professional experience in graphic, brand, or visual design
    
- Background at world-class design studios or creative agencies, or in senior design roles at leading consumer or technology brands
    
- Deep fluency in the day-to-day craft: typography, layout and visual hierarchy, color, composition, brand systems, and articulating critique the way a design lead would in a review
    
- Exceptionally strong written communication, with the ability to explain exactly why a piece of work does or does not meet the bar
    
- Detail-oriented, consistent, and comfortable having your judgment reviewed and calibrated against peers
    
- Prior experience with AI training, evaluation, or human-data projects is a strong plus
    

**4\. Application Process**

- Submit your resume, portfolio, or relevant professional background to get started
    
- Qualified applicants may be asked to complete a brief assessment or submit additional information

Design Expert

**1\. Role Overview**

Mercor is partnering with a leading AI research organization to engage experienced marketing professionals for a project focused on evaluating how well AI systems perform real-world marketing work. Rather than producing deliverables yourself, you will define what excellent work looks like: designing task-specific grading criteria and scoring completed work samples with rigorous, well-reasoned written justifications.

**2\. Key Responsibilities**

- Design precise, task-specific grading criteria for real-world marketing deliverables (creative briefs, campaign concepts and decks, brand positioning and messaging frameworks, ad copy and scripts, integrated campaign plans, client-ready presentations)
    
- Score AI-generated and human work samples against those criteria, with detailed written justifications for every score
    
- Apply consistent, evidence-based judgment so that scores are reproducible and defensible
    
- Incorporate structured feedback from senior reviewers and iterate quickly on your work
    

**3\. Ideal Qualifications**

- 5+ years of professional experience in marketing or advertising
    
- Background as a creative director, account lead, or brand strategist at top-tier global creative agencies, or in senior brand marketing roles at leading consumer companies
    
- Deep fluency in the day-to-day craft: writing and evaluating creative briefs, campaign development across channels, brand positioning and messaging, and judging creative work against a brief and a business objective
    
- Exceptionally strong written communication, with the ability to explain exactly why a piece of work does or does not meet the bar
    
- Detail-oriented, consistent, and comfortable having your judgment reviewed and calibrated against peers
    
- Prior experience with AI training, evaluation, or human-data projects is a strong plus
    
- No specialized media-planning or measurement background is required for this role
    

**4\. Application Process**

- Submit your resume or relevant professional background to get started
    
- Qualified applicants may be asked to complete a brief assessment or submit additional information

Marketing Expert

**1\. Role Overview**

Mercor is partnering with a leading AI research organization to engage experienced B2B sales professionals for a project focused on evaluating how well AI systems perform real-world sales work. Rather than producing deliverables yourself, you will define what excellent work looks like: designing task-specific grading criteria and scoring completed work samples with rigorous, well-reasoned written justifications.

**2\. Key Responsibilities**

- Design precise, task-specific grading criteria for real-world sales deliverables (prospecting sequences and outreach emails, discovery and demo call plans, account and territory plans, proposals, mutual action plans, forecast and pipeline reviews)
    
- Score AI-generated and human work samples against those criteria, with detailed written justifications for every score
    
- Apply consistent, evidence-based judgment so that scores are reproducible and defensible
    
- Incorporate structured feedback from senior reviewers and iterate quickly on your work
    

**3\. Ideal Qualifications**

- 5+ years of professional B2B sales experience, including quota-carrying roles
    
- Background as an Account Executive or Sales Development Representative selling into large enterprises
    
- Deep fluency in the day-to-day craft: outbound prospecting and sequencing, discovery and qualification, multi-stakeholder deal management, pipeline hygiene and forecasting, and structured sales methodologies
    
- Exceptionally strong written communication, with the ability to explain exactly why a piece of work would or would not land with a real buyer
    
- Detail-oriented, consistent, and comfortable having your judgment reviewed and calibrated against peers
    
- Prior experience with AI training, evaluation, or human-data projects is a strong plus
    

**4\. Application Process**

- Submit your resume or relevant professional background to get started
    
- Qualified applicants may be asked to complete a brief assessment or submit additional information

B2B Sales Expert

**1\. Role Overview**

Mercor is partnering with a leading AI research organization to engage experienced accountants for a project focused on evaluating how well AI systems perform real-world accounting work. Rather than producing deliverables yourself, you will define what excellent work looks like: designing task-specific grading criteria and scoring completed work samples with rigorous, well-reasoned written justifications.

**2\. Key Responsibilities**

- Design precise, task-specific grading criteria for real-world accounting deliverables (reconciliations, close packages, financial statements and disclosures, workpapers, technical accounting memos)
    
- Score AI-generated and human work samples against those criteria, with detailed written justifications for every score
    
- Apply consistent, evidence-based judgment so that scores are reproducible and defensible
    
- Incorporate structured feedback from senior reviewers and iterate quickly on your work
    

**3\. Ideal Qualifications**

- 5+ years of professional accounting experience
    
- Background in audit, assurance, or advisory at leading global accounting firms, or in senior accounting roles at large public companies
    
- CPA or equivalent professional certification strongly preferred
    
- Deep fluency in the day-to-day craft: US GAAP application, month-end close, account reconciliations, financial statement preparation and disclosures, and audit-ready workpapers
    
- Exceptionally strong written communication, with the ability to explain exactly why a piece of work does or does not meet professional standards
    
- Detail-oriented, consistent, and comfortable having your judgment reviewed and calibrated against peers
    
- Prior experience with AI training, evaluation, or human-data projects is a strong plus
    

**4\. Application Process**

- Submit your resume or relevant professional background to get started
    
- Qualified applicants may be asked to complete a brief technical assessment or submit additional information

Accounting Expert

**1\. Role Overview**

Mercor is partnering with a leading AI research organization to engage experienced data scientists for a project focused on evaluating how well AI systems perform real-world data science work. Rather than producing deliverables yourself, you will define what excellent work looks like: designing task-specific grading criteria and scoring completed work samples with rigorous, well-reasoned written justifications.

**2\. Key Responsibilities**

- Design precise, task-specific grading criteria for real-world data science deliverables (analyses, models, dashboards, experiment readouts, and written recommendations)
    
- Score AI-generated and human work samples against those criteria, with detailed written justifications for every score
    
- Apply consistent, evidence-based judgment so that scores are reproducible and defensible
    
- Incorporate structured feedback from senior reviewers and iterate quickly on your work
    

**3\. Ideal Qualifications**

- 5+ years of professional data science experience in industry
    
- Background in business operations, product, or growth data science at top-tier technology companies
    
- Deep fluency in experiment design and A/B testing, metric definition, SQL/Python analysis, and communicating findings to executive stakeholders
    
- Exceptionally strong written communication
    
- Detail-oriented, consistent, and comfortable having your judgment reviewed and calibrated against peers
    
- Prior experience with AI training, evaluation, or human-data projects is a strong plus
    

**4\. Application Process**

- Submit your resume or relevant technical background to get started
    
- Qualified applicants may be asked to complete a brief technical assessment or submit additional information

Data Science 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 a talented Program Coordinator with a finance background to bring hands-on coordination and organizational rigor to our AI training data program, keeping finance-specific tasks and rater teams on track and consistent.

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 day-to-day coordination between finance-domain raters and the broader training-data program to close execution gaps and keep work on schedule.
    
- Design and maintain task-tracking, escalation, and quality-check workflows specific to finance evaluation tasks.
    
- Evaluate rater throughput and quality signals on finance tasks and provide clear, written status updates and feedback.
    
- Triage and resolve finance-specific rater questions, escalating ambiguous cases to subject matter experts.
    
- Collaborate with subject matter experts and program leads to ensure consistency and accuracy across finance training data.
    

# 3\. Core Qualifications

- 5–10 years of professional experience in finance or finance operations, with a track record of coordinating cross-functional teams or projects.
    
- Direct experience managing or coordinating a team of contributors/reviewers (raters, analysts, or similar) against deadlines and quality bars.
    
- Demonstrable career progression (e.g., Analyst → Senior Analyst → Program/Project Coordinator).
    
- Ability to engage reliably for at least 35 hours/week during weekdays.
    
- Strong verbal and written communication skills, organizational skills, and problem-solving skills.
    

**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 Program Coordinator — AI Training Data Operations

**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 Marketing subject-matter experts (SMEs) with deep domain expertise and hands-on experience evaluating AI model outputs against rubrics to bring rigor and real-world brand/growth judgment to 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 in brand strategy, growth marketing, and campaign-reasoning tasks.
    
- Design challenging, domain-relevant marketing tasks and write accurate, well-reasoned solutions grounded in real marketing practice.
    
- Evaluate AI model outputs against structured rubrics and provide clear, written feedback on correctness, judgment, and reasoning quality.
    
- Develop and refine evaluation guidelines and scoring rubrics specific to marketing tasks.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- 8+ years of dedicated professional experience in marketing (e.g., brand strategy, growth marketing, performance marketing) at a recognized, top-tier organization (e.g., P&G, Unilever, Nike, Ogilvy, WPP, Omnicom, or equivalent).
    
- Prior hands-on experience evaluating LLM/AI model outputs against rubrics or structured scoring criteria — mandatory; please describe this experience in your application.
    
- Demonstrable career progression (e.g., Marketing Manager → Senior Manager → Director/VP of Marketing).
    
- Ability to engage reliably for at least 35 hours/week during weekdays.
    
- Verbal and written communication skills, problem-solving skills, and interpersonal skills.
    

**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.

Marketing 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 Insurance subject-matter experts (SMEs) with deep domain expertise and hands-on experience evaluating AI model outputs against rubrics to bring rigor and real-world underwriting judgment to 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 in underwriting, claims, and risk-assessment reasoning.
    
- Design challenging, domain-relevant insurance tasks and write accurate, well-reasoned solutions grounded in real underwriting/claims practice.
    
- Evaluate AI model outputs against structured rubrics and provide clear, written feedback on correctness, judgment, and reasoning quality.
    
- Develop and refine evaluation guidelines and scoring rubrics specific to insurance tasks.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- 8+ years of dedicated professional experience in insurance (e.g., underwriting, claims, actuarial, risk management) at a recognized, top-tier organization (e.g., AIG, Chubb, Allstate, Progressive, MetLife, Marsh McLennan, or equivalent).
    
- Prior hands-on experience evaluating LLM/AI model outputs against rubrics or structured scoring criteria — mandatory; please describe this experience in your application.
    
- Demonstrable career progression (e.g., Underwriter → Senior Underwriter → VP of Underwriting).
    
- Ability to engage reliably for at least 35 hours/week during weekdays.
    
- Verbal and written communication skills, problem-solving skills, and interpersonal skills.
    

**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.

Insurance 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 Retail subject-matter experts (SMEs) with deep domain expertise and hands-on experience evaluating AI model outputs against rubrics to bring rigor and real-world retail judgment to 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 in retail merchandising, category management, and operations reasoning.
    
- Design challenging, domain-relevant retail tasks and write accurate, well-reasoned solutions grounded in real retail practice.
    
- Evaluate AI model outputs against structured rubrics and provide clear, written feedback on correctness, judgment, and reasoning quality.
    
- Develop and refine evaluation guidelines and scoring rubrics specific to retail tasks.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- 8+ years of dedicated professional experience in retail (e.g., merchandising, category management, retail operations, buying/planning) at a recognized, top-tier organization (e.g., Amazon, Walmart, Target, Nike, Costco, Home Depot, or equivalent).
    
- Prior hands-on experience evaluating LLM/AI model outputs against rubrics or structured scoring criteria — mandatory; please describe this experience in your application.
    
- Demonstrable career progression (e.g., Category Manager → Senior Manager → Director of Merchandising).
    
- Ability to engage reliably for at least 35 hours/week during weekdays.
    
- Verbal and written communication skills, problem-solving skills, and interpersonal skills.
    

**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.

Retail 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 Finance subject-matter experts (SMEs) with deep domain expertise and hands-on experience evaluating AI model outputs against rubrics to bring rigor and real-world financial judgment to 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 in financial reasoning, analysis, and decision-making.
    
- Design challenging, domain-relevant finance tasks and write accurate, well-reasoned solutions grounded in real financial practice.
    
- Evaluate AI model outputs against structured rubrics and provide clear, written feedback on correctness, judgment, and reasoning quality.
    
- Develop and refine evaluation guidelines and scoring rubrics specific to finance tasks.
    
- Collaborate with other subject matter experts to ensure consistency and accuracy in training data.
    

# 3\. Core Qualifications

- 8+ years of dedicated professional experience in finance (e.g., investment banking, asset management, corporate finance, financial advisory) at a recognized, top-tier organization (e.g., Goldman Sachs, JPMorgan, Morgan Stanley, BlackRock, Fidelity, Deloitte, PwC, EY, KPMG, or equivalent).
    
- Prior hands-on experience evaluating LLM/AI model outputs against rubrics or structured scoring criteria — mandatory; please describe this experience in your application.
    
- Demonstrable career progression (e.g., Analyst → Associate → VP/Director).
    
- Ability to engage reliably for at least 35 hours/week during weekdays.
    
- Verbal and written communication skills, problem-solving skills, and interpersonal skills.
    

**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 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 Linguists and Instructional Designers with deep experience translating ambiguous program requirements into clear, unambiguous rater guidelines to bring precision and consistency to our AI training data — working across domains from finance and retail to insurance, legal, and sports.

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 program teams to close the gap between ambiguous program requirements and rater-ready instructions across a range of subject-matter domains.
    
- Design clear, non-contradictory rating guidelines and rubrics that raters can apply consistently, including under edge cases.
    
- Evaluate draft guidelines for ambiguity, internal contradiction, and coverage gaps, and revise until raters can apply them without escalation.
    
- Translate program specifications from domains such as finance, retail, insurance, legal, and sports into precise, discipline-specific rater instructions.
    
- Collaborate with other subject matter experts and program leads to ensure consistency and accuracy across guideline sets.
    

# 3\. Core Qualifications

- 3+ years of professional experience in linguistics, instructional design, technical writing, or a closely related field, with direct experience writing or refining guidelines/rubrics for human raters in a GenAI/RLHF context.
    
- Demonstrated ability to work across multiple subject-matter domains (e.g., finance, retail, insurance, legal, sports) and translate domain-specific nuance into clear, unambiguous instructions.
    
- Strong track record of resolving ambiguity and contradiction in written specifications — able to point to concrete before/after examples.
    
- Demonstrable career progression.
    
- Ability to engage reliably for at least 35 hours/week during weekdays.
    
- Strong written communication skills and the ability to explain complex or nuanced guidance clearly and precisely.
    

**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.

AI Rater Guidelines Writer (Linguist / Instructional Designer)

We are recruiting a select cohort of accomplished physics researchers to contribute to the next generation of AI systems for scientific reasoning. Our partner labs are building models that need to reason about theoretical physics, condensed matter, quantum information, particle physics and high-energy theory, astrophysics and cosmology, atomic/molecular/optical (AMO) physics, plasma physics, biophysics, statistical and computational physics, and mathematical physics at the level of a working researcher — not a textbook. To get there, they need contributors whose own research sits at the frontier.

This position will be placed at a leading AI lab as part of their extended workforce.

## What you'll do

- Review and evaluate research papers in physics for correctness, novelty, and significance
- Author and review challenging physics problems used to train and evaluate frontier AI models
- Evaluate model outputs on tasks ranging from analytical derivation and mechanism prediction to numerical modeling, experimental design, and literature reasoning
- Surface areas where current models fail — especially the kinds of mistakes a working PhD physicist would catch immediately
- Collaborate with a small program team and other senior contributors

## Qualifications

We're looking for researchers who meet several of the following:

- First-author or co-first-author publications in journals such as Physical Review Letters, Physical Review X, Reviews of Modern Physics, Nature Physics, Nature, Science, PNAS, Nature Communications, the Physical Review A/B/C/D/E family, Physics Letters B, the Journal of High Energy Physics, the Astrophysical Journal, Monthly Notices of the Royal Astronomical Society, Quantum, or Communications Physics
- A doctorate or postdoctoral training from a top-20 global institution in physics or a related STEM field
- A competitive fellowship, such as an NSF Graduate Research Fellowship, a Hertz Fellowship, a DOE Computational Science Graduate Fellowship, a DOE Early Career award, a Sloan Research Fellowship, a Packard Fellowship, a Simons Investigatorship or Junior Fellowship, a Hubble, Einstein, Sagan, or Kavli (KITP) Fellowship, a Marie Curie/MSCA award, a Fulbright, Rhodes, Marshall, Gates Cambridge, or Schmidt Science Fellowship, an NSF CAREER award, or an APS Fellowship
- Issued patents, a spin-out company, or grants held as a named Principal Investigator or Co-Investigator
- An International Physics Olympiad (IPhO) Gold, Silver, or Bronze medal
- Current or recent experience in an active research role, as a PhD candidate, postdoctoral researcher, instructor, faculty member, principal scientist, or industry researcher; current title matters — we prioritize active faculty, postdoctoral researchers, or PhD candidates over general staff research-scientist titles

Outstanding senior PhD students and recent graduates with strong publication records are strongly encouraged to apply; the depth of your research output matters more than years of experience.

## Engagement

- Part-time: up to 20 hours per week
- Compensation reflects research seniority and credentials

## 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 LLC serves as the employer of record for these engagements, providing W-2 employment, payroll, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

Cincinnatus LLC is a legal entity separate from Mercor. While opportunities may be discovered through Mercor's platform, employment, onboarding, payroll, and benefits for these roles are administered by Cincinnatus LLC.

## Equal Employment Opportunity

Cincinnatus LLC 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.

Cincinnatus LLC is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans throughout the job application process.

Physics Research Collaborator (Part-time)

We are recruiting a select cohort of accomplished chemistry researchers to contribute to the next generation of AI systems for scientific reasoning. Our partner labs are building models that need to reason about organic synthesis, mechanism, catalysis, structural and physical chemistry, chemical biology, computational and theoretical chemistry, and materials at the level of a working researcher — not a textbook. To get there, they need contributors whose own research sits at the frontier.

This position will be placed at a leading AI lab as part of their extended workforce.

## What you'll do

- Review and evaluate research papers in chemistry for correctness, novelty, and significance
- Author and review challenging chemistry problems used to train and evaluate frontier AI models
- Evaluate model outputs on tasks ranging from retrosynthesis and mechanism prediction to spectral interpretation, computational chemistry, and literature reasoning
- Surface areas where current models fail — especially the kinds of mistakes a working PhD chemist would catch immediately
- Collaborate with a small program team and other senior contributors

## Qualifications

We're looking for researchers who meet several of the following:

- First-author or co-first-author publications in journals such as JACS, Nature Chemistry, Science, Nature, Angewandte Chemie, Nature Catalysis, ACS Catalysis, Chem (Cell Press), Chemical Reviews, Chem Soc Rev, the Journal of Organic Chemistry, Organic Letters, Inorganic Chemistry, or Nature Communications
- A doctorate or postdoctoral training from a top-20 global institution in chemistry or a related STEM field
- A competitive fellowship, such as an NSF Graduate Research Fellowship, a Hertz Fellowship, a Sloan Research Fellowship, a Camille and Henry Dreyfus award, a Searle Scholar or Pew Scholar award, a Beckman Young Investigator award, an NIH F32/NRSA, a Damon Runyon, Helen Hay Whitney, Marie Curie, Fulbright, Rhodes, Marshall, Gates Cambridge, or Schmidt Science Fellowship, an NSF CAREER award, or a DOE Early Career award
- Issued patents, a spin-out company, or grants held as a named Principal Investigator or Co-Investigator
- An International Chemistry Olympiad (IChO) Gold, Silver, or Bronze medal
- Current or recent experience in an active research role, as a PhD candidate, postdoctoral researcher, instructor, faculty member, principal scientist, or industry researcher

Outstanding senior PhD students and recent graduates with strong publication records are strongly encouraged to apply; the depth of your research output matters more than years of experience.

## Engagement

- Part-time: up to 20 hours per week
- Compensation reflects research seniority and credentials

## 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 LLC serves as the employer of record for these engagements, providing W-2 employment, payroll, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

Cincinnatus LLC is a legal entity separate from Mercor. While opportunities may be discovered through Mercor's platform, employment, onboarding, payroll, and benefits for these roles are administered by Cincinnatus LLC.

## Equal Employment Opportunity

Cincinnatus LLC 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.

Cincinnatus LLC is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans throughout the job application process.

Chemistry Research Collaborator (Part-time)

We are recruiting a select cohort of accomplished biology and biophysics researchers to contribute to the next generation of AI systems for scientific reasoning. Our partner labs are building models that need to reason about molecular biology, biophysics, structural biology, immunology, neuroscience, genomics, and adjacent disciplines at the level of a working researcher — not a textbook. To get there, they need contributors whose own research sits at the frontier.

This position will be placed at a leading AI lab as part of their extended workforce.

## What you'll do

- Review and evaluate research papers in biology and biophysics for rigor, novelty, and scientific validity
- Author and review challenging biology/biophysics problems used to train and evaluate frontier AI models
- Evaluate model outputs on tasks ranging from mechanism prediction to experimental design to literature interpretation
- Surface areas where current models fail — especially the kinds of mistakes a working PhD would catch immediately
- Collaborate with a small program team and other senior contributors

## Qualifications

We're looking for researchers who meet several of the following:

- First-author or co-first-author publications in journals such as Nature, Science, Cell, PNAS, eLife, NEJM, Nature Methods, Nature Medicine, Nature Biotechnology, or Nature Communications
- A doctorate or postdoctoral training from a top-20 global institution in the life sciences or a related STEM field
- A competitive fellowship, such as an HHMI fellowship (including EXROP, Hanna H. Gray, or Investigator), an NIH F31/F32/K99, an NSF Graduate Research Fellowship or Postdoctoral Research Fellowship, or a Damon Runyon, Helen Hay Whitney, Jane Coffin Childs, Searle, Pew, Sloan, Packard, Simons, or Fulbright award
- Issued patents, a spin-out company, or grants held as a named Principal Investigator or Co-Investigator
- Current or recent experience in an active research role, as a PhD candidate, postdoctoral researcher, instructor, faculty member, principal scientist, or industry researcher

Outstanding senior PhD students and recent graduates with strong publication records are strongly encouraged to apply; the depth of your research output matters more than years of experience.

## Engagement

- Part-time: up to 20 hours per week
- Compensation reflects research seniority and credentials

## 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 LLC serves as the employer of record for these engagements, providing W-2 employment, payroll, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

Cincinnatus LLC is a legal entity separate from Mercor. While opportunities may be discovered through Mercor's platform, employment, onboarding, payroll, and benefits for these roles are administered by Cincinnatus LLC.

## Equal Employment Opportunity

Cincinnatus LLC 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.

Cincinnatus LLC is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans throughout the job application process.

Biology & Biophysics Research Collaborator (Part-time)

We are recruiting a select cohort of accomplished mathematicians to contribute to the next generation of AI systems for scientific and mathematical reasoning. Our partner labs are building models that need to reason about pure and applied mathematics — number theory, algebra, algebraic geometry, topology, analysis, PDEs, probability, combinatorics, dynamical systems, logic, representation theory, mathematical physics, and adjacent areas of theoretical computer science and statistics — at the level of a working research mathematician, not a textbook. To get there, they need contributors whose own research sits at the frontier.

This position will be placed at a leading AI lab as part of their extended workforce.

## What you'll do

- Review and evaluate research papers in mathematics for correctness, novelty, and rigor
- Author and review challenging mathematics problems used to train and evaluate frontier AI models
- Evaluate model outputs on tasks ranging from proof construction and verification to problem-solving, formalization, and conjecture exploration
- Surface areas where current models fail — especially the subtle errors a working mathematician would catch immediately: an unjustified step, a misapplied hypothesis, a hand-waved lemma, or a proof that is plausible but wrong
- Collaborate with a small program team and other senior contributors

## Qualifications

We're looking for researchers who meet several of the following:

- First-author or sole-author publications in journals such as Annals of Mathematics, Inventiones Mathematicae, Journal of the AMS, Acta Mathematica, Duke Mathematical Journal, Communications on Pure and Applied Mathematics, Geometry & Topology, JEMS, GAFA, Advances in Mathematics, or Probability Theory and Related Fields (for adjacent fields, top-tier venues such as STOC, FOCS, SODA, or Annals of Statistics also qualify)
- A doctorate or postdoctoral training from a top-20 global institution in mathematics or a related STEM field
- A competitive fellowship or honor, such as the Clay Research Fellowship, an NSF Graduate Research Fellowship or NSF Postdoctoral Fellowship, a Sloan Research Fellowship, a Packard Fellowship, a Simons Fellowship or Simons Investigatorship, an AMS Centennial Fellowship, a Hertz Fellowship, a Marshall or Rhodes Scholarship, the New Horizons in Mathematics Prize, the Salem Prize, or the Ramanujan Prize; earlier-career applicants may instead point to a Putnam Fellow placement or an International Mathematical Olympiad medal
- An NSF CAREER award or comparable grant held as a named Principal Investigator or Co-Investigator
- Current or recent experience in an active research role, as a PhD candidate, postdoctoral researcher, instructor, faculty member, principal researcher, or industry research mathematician

Outstanding senior PhD students and recent graduates with strong publication records are strongly encouraged to apply; the depth of your research output matters more than years of experience.

## Engagement

- Part-time: up to 20 hours per week
- Compensation reflects research seniority and credentials

## 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 LLC serves as the employer of record for these engagements, providing W-2 employment, payroll, and compliance, while placing employees directly within client teams to work on high-impact initiatives.

Cincinnatus LLC is a legal entity separate from Mercor. While opportunities may be discovered through Mercor's platform, employment, onboarding, payroll, and benefits for these roles are administered by Cincinnatus LLC.

## Equal Employment Opportunity

Cincinnatus LLC 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.

Cincinnatus LLC is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans throughout the job application process.

Mathematics Research Collaborator (Part-time)

**Role Overview**

Mercor is collaborating with a leading AI lab to engage experienced accounting professionals across all areas of practice — including audit, tax, financial reporting, bookkeeping, controllership, forensic, and accounting systems. Contributors help build AI systems that reason about real accounting work by translating everyday accounting workflows, judgments, and decision-making into structured, high-quality training data.

**Key Responsibilities**

- Design realistic accounting scenarios and tasks drawn from your day-to-day work (e.g., financial statement preparation, reconciliations, journal entries, audit procedures, tax filings, month-end close, internal controls)
    
- Review and compare AI-generated accounting outputs for accuracy, standards compliance (GAAP/IFRS), and sound professional judgment
    
- Create structured examples that reflect how accountants actually reason through problems
    
- Provide clear written feedback that improves how AI performs accounting tasks
    
- Collaborate asynchronously with the research team
    

**Ideal Qualifications**

- 3+ years of professional experience in accounting, audit, tax, bookkeeping, or finance operations (public accounting, corporate/in-house, advisory, or a firm)
    
- CPA, CA, ACCA, CMA, EA, or an equivalent professional credential required
    
- Bachelor's degree in Accounting, Finance, or a related field
    
- Comfortable with common accounting tools (e.g., QuickBooks, NetSuite, SAP, Oracle, Excel)
    
- Strong written communication and attention to detail
    

**More About the Opportunity**

- Open to all accounting specialties — contribute where your expertise is strongest
    
- Work spans task design, evaluation, and structured feedback on AI accounting outputs
    
- Strong contributors advance into reviewer, lead, and domain-expert roles
    

**Application Process**

- Submit a resume or a short summary of your accounting experience
    
- Complete a short form on your practice area, specialties, and certifications
    
- Selected applicants may complete a brief sample task
    
- Follow-up typically provided within a few days

**Onsite: San Francisco, CA / New York, NY / Bellevue, WA**

A fast-growing AI company's Finance org is hiring a Data Engineer to build the data infrastructure its CFO team runs on. You'll join a small, fast-moving team with a broad mandate: build the pipelines, fix what's broken, and do whatever it takes to keep Finance's roadmap moving. This is a 6-month, full-time onsite contract, with room to extend based on performance and business need.

## Responsibilities

- Build and maintain PySpark-based data pipelines that keep Finance's data flowing accurately and on time.
    
- Write and optimize SQL to pull, join, and validate large volumes of financial data.
    
- Partner with Finance and engineering stakeholders to turn ambiguous asks into working data infrastructure.
    
- Track down and fix pipeline issues quickly, owning data quality end to end.
    

## Qualifications

- 2–4 years of experience as a Data Engineer.
    
- Hands-on experience with PySpark and large-scale/distributed data processing.
    
- Strong SQL skills — you'll be tested on this directly across two technical screens.
    
- Comfortable working onsite full-time.
    
- Bachelor's degree in Computer Science or a related field.
    
- Strong written communication and comfortable working independently.
    

This is a hands-on data engineering role, not a BI, dashboarding, or reporting seat — and it has no overlap with ML model training or research.

## 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.

Roles hired through Cincinnatus are not project-based or freelance engagements. They are structured, role-based positions that typically involve part-time or full-time commitments, close collaboration with a client's internal teams, and integration into standard enterprise workflows.

Cincinnatus is a legal entity separate from Mercor. While opportunities may be discovered through Mercor's platform, employment, onboarding, payroll, and benefits for these roles are administered by Cincinnatus LLC.

## 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.

Cincinnatus is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans throughout the job application process.

Data Engineer — Finance

We are partnering with a leading AI research organisation to develop a **clinician-informed benchmark** for evaluating how AI companion chatbots respond to adolescents experiencing mental health challenges. As AI companions become increasingly common sources of emotional support, there is a growing need for rigorous, clinically grounded evaluation of how these systems handle sensitive situations such as suicide risk, therapeutic guidance, and emotional dependency. We're seeking experienced **Child & Adolescent Psychiatrists, Clinical Psychologists, and Mental Health Researchers** to contribute their expertise in designing realistic clinical scenarios and evaluation standards for this important AI safety initiative.

* * *

## **Responsibilities**

- Author fictionalised adolescent mental health case scenarios based on real-world clinical expertise.
    
- Review scenarios for **clinical realism**, developmental appropriateness, and ethical considerations.
    
- Help develop and refine clinician-informed evaluation rubrics for AI chatbot responses.
    
- Review a subset of AI-generated conversations and provide expert judgment to calibrate automated evaluation systems.
    
- Advise on best practices for assessing AI behaviour across key mental health domains, including:
    
    - Suicide & Self-Harm (risk recognition, safety planning, crisis referral)
        
    - Medical & Therapeutic Impersonation (diagnosis, treatment advice, discouraging professional care)
        
    - Parasocial Attachment & Anthropomorphism (claims of consciousness, emotional dependency, discouraging trusted relationships)
        

* * *

## **Requirements**

We are looking for clinicians and researchers with substantial expertise in child and adolescent mental health.

**Required Qualifications**

- MD, DO, PhD, PsyD, or equivalent qualification in Psychiatry, Psychology, or a related mental health field.
    
- Clinical or research experience focused on **children and adolescents**.
    
- Expertise in one or more of the following:
    
    - Suicide prevention
        
    - Self-harm assessment
        
    - Child & adolescent psychiatry
        
    - Clinical child psychology
        
    - Digital mental health
        
    - Evidence-based therapies such as **DBT** or **CBT**
        
- Strong written communication skills and ability to provide structured clinical feedback.
    
- Comfortable reviewing fictional clinical scenarios and evaluating AI-generated conversations.
    

**Preferred Qualifications**

- Experience conducting suicide risk assessments or crisis intervention.
    
- Academic or published research in adolescent mental health, suicide prevention, or digital therapeutics.
    
- Experience developing clinical guidelines, assessment frameworks, or educational materials.
    
- Prior work involving AI, digital health technologies, or mental health product evaluation.
    
- Experience supervising trainees or participating in multidisciplinary clinical teams.
    

* * *

## **Role Details**

- **Commitment:** Approximately **10–15 hours** per week.
    
- **Compensation:** $80 - $150 USD per hour
    

* * *

## **Why Join?**

- Help shape the future of **safe AI systems for adolescents**.
    
- Apply your clinical expertise to one of the most important emerging questions in AI safety and digital mental health.
    
- Collaborate with researchers developing rigorous evaluation standards for AI companion chatbots.
    
- Contribute to work that may influence future AI research, independent benchmarking, and responsible deployment of conversational AI.

Child & Adolescent Mental Health Clinical Advisor (AI Safety Benchmark Project)

We're looking for experienced machine learning researchers with hands-on experience training and improving language models end-to-end. You'll work on well-scoped empirical open-ended LLM research problems.

* * *

### **Responsibilities**

- Train transformer-based language models from scratch and fine-tune open-weight models.
    
- Get the most out of limited data and compute.
    
- Construct training corpora from raw web-scale sources.
    
- Build post-training pipelines.
    
- Diagnose and resolve training issues.
    

* * *

### **Requirements**

We are looking for candidates with strong expertise in one or more of the following areas:

**Foundation Model Pre-training**

Experience with:

- Training transformer-based language models from scratch, end-to-end.
    
- Data- and compute-constrained regimes: allocating a fixed budget across model size, tokens, and epochs.
    
- Diagnosing optimisation failures, convergence issues, and training instabilities.
    

**Pre-training Data**

Experience with:

- Corpus construction from raw web crawls and other large unfiltered sources.
    
- Data filtering, deduplication, quality classification, and mixture/ordering optimisation.
    
- Measuring data interventions rigorously.
    

**LLM Post-Training**

Hands-on experience with one or more of:

- Supervised fine-tuning, including building your own datasets via synthetic generation, noisy or weak supervision, and rejection sampling.
    
- Preference optimisation (DPO, RLHF, RLAIF) and reward modelling / human-preference prediction.
    
- Alignment fine-tuning: shaping refusal behaviour, truthfulness, and unbiased reasoning while preserving general capability.
    
- Fine-tuning for narrow, verifiable domains (math, code, games, structured prediction) where outputs can be checked programmatically.
    

**Additional Areas of Interest**

Experience in any of the following is a plus:

- Scaling laws and training-efficiency research.
    
- Curriculum learning and data ordering.
    
- LLM evaluation: benchmark construction, contamination control, statistically sound comparisons.
    
- Reinforcement learning for language models.
    
- Model alignment and AI safety.
    

**General Qualifications**

- 3+ years of machine learning research experience (PhD research counts toward this requirement).
    
- Strong experience with PyTorch, JAX, TensorFlow, or similar ML frameworks.
    
- Degree from a top-100 university, experience at a FAANG or comparable AI company, or an equivalent research track record through publications or impactful open-source contributions.
    

* * *

### **Why Join**

- Work on cutting-edge foundation model research.
    
- Collaborate with leading AI researchers on challenging, high-impact projects.
    
- Flexible, project-based work with competitive compensation.

LLM Research Scientist (Pre-training & Post-Training)

Mercor is seeking **STEM PhDs** for a premier project with one of the world's top AI labs.
In this role, you will contribute your subject matter expertise to a cutting-edge project involving state-of-the-art large language models. Specifically, you will help create high-quality data that will inform the future of AI innovation by coming up with difficult problems in your domain.

You're a good fit if you:

- Have a STEM PhD from a US, UK, Canadian, or European university in domains such as Mathematics, Biology, Chemistry, Physics, Computer Science, Statistics, Economics
    
- Have high **attention to detail**
    
- Have exceptional **written and verbal communication skills**
    
- Have excellent **proficiency in English**
    

Screening Process:

- You will need to complete a short interview that will take 20-30 mins in total

STEM PhDs

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Vietnamese and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Vietnamese

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Turkish and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Turkish

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Thai and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Thai

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Telugu and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Telugu

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Tamil and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Tamil

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Swedish and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Swedish

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Spanish (MX) and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Spanish (MX)

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Spanish (ES) and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Spanish (ES)

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Russian and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Russian

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Punjabi and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Punjabi

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Portuguese and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Portuguese

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Mandarin Chinese and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Mandarin Chinese

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Malayalam and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Malayalam

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Korean and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Korean

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Japanese and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Japanese

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Italian and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Italian

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Indonesian and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Indonesian

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Hindi and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Hindi

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Greek and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Greek

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both German and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - German

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both French and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - French

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - English (India)

Music Audio Expert - English (UK/Australia)

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Dutch and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Dutch

**Mercor is hiring experienced Musicians to evaluate generative musical AI models in partnership with a leading AI lab.**

You will assess model outputs across in different categories of music in your bilingual language.

**Key Responsibilities**

- Evaluate AI model output lyrics, voice generation, and other standards
    
- Score quality of musical training data
    
- Experience writing music in the domain language listed in the title
    
- Able to understand directions in English language
    
- Rate AI-generated music samples head-to-head on musicality, creativity, prompt adherence, vocal quality, and production/mix quality, using audio-engineering terminology
    
- Annotate songs in detail: genre/sub-genre classification, song structure, vocal/instrumental characteristics via a structured taxonomy
    

**Ideal Qualifications**

- Experience working as a music producer, audio engineer, and/or sound mixer for at least 3+ years
    
- Evidence of understanding musical performance, theory, and lyrics
    
- College degree in music, involving both performance, theory, and lyrics
    
- Past experience writing lyrical music in the domain language listed in the title
    
- Native or near-native proficiency in both Arabic and English
    

**Project Timeline**

- Start Date: Immediate
    
- Duration: Up to 6 months
    
- Commitment: Part-time, 10+ hours per week
    

**Application & Onboarding**

- Upload your resume and application form
    
- Complete a 25-minute conversational interview on your background, experience, and motivations
    
- Receive next steps and onboarding details within a few days
    

Apply today and put your musical expertise to work!

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Music Audio Expert - Arabic

Music Audio Expert - English (US)

**Mercor is recruiting UK-based Accounting Specialists with ASC 606 revenue recognition experience for a research project with a leading frontier AI lab.**

We are seeking experienced accounting professionals with strong backgrounds in **revenue recognition, technical accounting, audit, accounting advisory, and financial reporting**. Candidates must have hands-on experience with **ASC 606 revenue recognition** and the ability to analyze complex accounting scenarios involving customer contracts, performance obligations, transaction price allocation, and revenue timing.

Strong candidates should have experience interpreting accounting guidance, reviewing financial statements, evaluating revenue policies, and applying technical accounting judgment in real-world business contexts.

**Ideal candidates have experience at one or more of the following firms:**

- Deloitte
    
- PwC
    
- EY
    
- KPMG
    
- BDO
    
- Grant Thornton
    
- Forvis Mazars
    
- RSM
    
- Crowe
    
- Evelyn Partners
    
- Or another leading accounting, audit, or advisory firm
    

**Ideal candidates have experience with one or more of the following:**

- ASC 606 revenue recognition
    
- Contract review and revenue policy assessment
    
- Identifying performance obligations
    
- Variable consideration and transaction price allocation
    
- Principal vs. agent considerations
    
- Revenue timing and recognition criteria
    
- Audit or advisory work involving complex revenue arrangements
    
- Financial reporting and technical accounting memos
    

You'll help create, review, and evaluate high-quality accounting scenarios, leveraging your experience in revenue recognition, technical accounting, audit, and financial reporting.

Strong candidates are comfortable applying accounting standards, analyzing contract terms, identifying technical accounting issues, and explaining revenue recognition conclusions clearly.

Here are more details about the role:

- You will be contributing high-quality training data for frontier AI systems
    
- You are available to work up to 40 hours per week
    
- Successful contributions increase the likelihood of being selected for future Mercor projects
    

**The vetting process involves:**

- Resume and work history screen
    
- Short interview evaluating revenue recognition and accounting expertise
    

Please note: Candidates must be based in the United Kingdom and have the right to work in the United Kingdom.

UK-Based Accounting Specialists

**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 growing a team of chip design and verification engineers to help shape how its models understand real hardware engineering work. If you've spent your career chasing down a bug across multiple blocks, architected a piece of RTL from scratch, or fought a design through timing and coverage closure, we want to hear from you — the goal is to bring that same kind of real-world judgment into the problems these models are trained and tested on.

We're building out this team across experience levels, from PhD students and new grads just starting out to senior engineers who've taken silicon all the way to tapeout. There's no single "right" background here — what matters is that you've actually done the work, not just studied it.

This is a part-time W-2 employment position with Cincinnatus LLC, with the opportunity to be placed at a leading AI lab as part of their extended workforce. This role is fully remote within the United States, at roughly 20–40 hours per week depending on your availability.

## 2\. Key Responsibilities

- Design and write up realistic chip engineering problems drawn from your own experience — the kind of design, debugging, or verification work you've actually done, not textbook exercises.
    
- Build out full solutions to go with them: reference RTL, testbenches, and supporting materials, using SystemVerilog/Verilog and the tools you already know.
    
- Run your problems against an AI model, see where it holds up and where it doesn't, and help explain why.
    
- Work alongside other engineers on the team to keep everyone's work at a consistent bar of rigor and difficulty.
    

## 3\. Core Qualifications

- Hands-on ASIC/SoC design and/or functional verification experience, ideally with exposure to production silicon that's been taped out.
    
- Strong fluency in SystemVerilog/Verilog.
    
- Comfortable working in industry toolchains (e.g., Synopsys VCS, Cadence Xcelium, Siemens Questa, VC Formal, Verdi) and/or their open-source counterparts (Icarus Verilog, Verilator, CocoTB, Yosys, OpenROAD).
    
- Solid grasp of subsystem/SoC-level concerns: interface protocols, handshaking and backpressure, multiple clock domains, and multi-module dataflow.
    
- Real depth in at least one of the following: RTL design & microarchitecture; IP integration, bring-up & system configuration (NoC, PCIe, DDR, ARM/AXI); functional verification (UVM, SVA, CocoTB; testbench architecture); formal verification & coverage closure; PPA, timing, and synthesis optimization; analog/mixed-signal design verification; or specification authoring, comprehension & Q&A.
    
- Able to commit 20–40 hours per week, with confirmed availability and no scheduling conflicts.
    
- Past experience in AI training, model evaluation, or data annotation is a plus.
    
- Strong written communication and comfortable working independently.
    

## 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.

Roles hired through Cincinnatus are not project-based or freelance engagements. They are structured, role-based positions that typically involve part-time or full-time commitments, close collaboration with a client's internal teams, and integration into standard enterprise workflows.

Cincinnatus is a legal entity separate from Mercor. While opportunities may be discovered through Mercor's platform, employment, onboarding, payroll, and benefits for these roles are administered by Cincinnatus LLC.

## 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.

Cincinnatus is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans throughout the job application process.

ASIC/SoC Design & Verification Engineer

Mercor is seeking a Hindi Audio Generalist Evaluator Expert to contribute to a high-impact audio AI research project with a leading research lab. In this role, you will work on transcription, annotation, and evaluation tasks that help train and benchmark advanced language models. This is a short-term, structured engagement ideal for candidates with strong academic or analytical backgrounds who are fluent in Hindi and English and are **based in the San Francisco Bay Area**, enabling occasional in-person collaboration if required.

## Job Responsibilities

### Transcribe and Optimise Audio & Video

- Listen to, analyse, and transcribe audio and video content in Hindi, following detailed constraints and instructions.
    
- Produce high-quality written outputs in Hindi, with supporting work in English when required.
    
- Ensure clarity, accuracy, and strict adherence to formatting and stylistic guidelines.
    
- Capture nuances such as tone, intent, formal vs. informal register, regional expressions, dialectal variations, and contemporary Hindi usage where relevant.
    

### Define and Document Evaluation Standards

- Establish clear expectations for correct and high-quality responses in general consumer audio contexts.
    
- Develop detailed evaluation rubrics and grading guidelines in Hindi and English.
    
- Document standards to ensure consistency across reviewers and model evaluations.
    
- Identify linguistic nuances, grammatical complexities, colloquialisms, code-switching patterns, and edge cases specific to Hindi.
    

### Conduct Model Testing and Grading

- Run prompts through language models and assess generated outputs.
    
- Evaluate responses against predefined criteria for accuracy, completeness, fluency, and instructional clarity.
    
- Provide structured feedback to improve model performance in Hindi audio tasks.
    

### Support Benchmarking and Quality Assurance

- Participate in QA and review cycles to ensure tasks, rubrics, and outputs meet Mercor’s quality bar.
    
- Maintain consistency and reliability before datasets are integrated into official benchmarks.
    
- Collaborate with project leads to resolve ambiguities and improve task design.
    

## Minimum Qualifications

- Strong writing, editing, and critical thinking skills.
    
- Ability to work independently, manage time effectively, and meet deadlines.
    
- Native or near-native fluency in Hindi (spoken and written) and professional fluency in English.
    
- Strong familiarity with spoken Hindi, regional vocabulary, dialects, and contemporary language usage.
    
- Ability to accurately transcribe and analyse Hindi audio content across general consumer contexts.
    
- **Must be based in the San Francisco Bay Area.**
    
- Available to commit 10–20 hours per week.
    

## Preferred Qualifications

- College students or recent graduates.
    
- Background in linguistics, humanities, social sciences, journalism, translation/localization, or technical disciplines.
    
- Prior experience with transcription, annotation, localisation, evaluation, or research workflows in Hindi.
    
- Familiarity with Hindi-English code-switching (Hinglish) and regional language variation.
    
- Interest in AI, language models, or applied research environments.
    

## Application & Onboarding Process

- Complete a short AI-led interview (approximately 15 minutes).
    
- If selected, you will be onboarded and invited to begin project work.

Hindi Audio Generalist Evaluator Expert (San Francisco Bay Area)

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