Key findings
- 1
On 11 Nov 2026, 15 of the 25 AI labs whose boards were read had human-data roles open: 95 roles, 2.7% of their 3,567 open roles.
- 2
xAI had the most (20 of its 297 open roles), in AI tutors and raters, Evaluations and Human-data operations.
- 3
Evaluations is the most common kind of human-data role (24 roles at 10 labs).
- 4
7 roles buy or license data (data partnerships and acquisition), at Cohere, Mistral AI, OpenAI, Reflection AI and Thinking Machines Lab.
- 5
41 of the staff roles state a yearly salary range; the middle of the median range is $284K, and ranges run from $100K to $850K.
- 6
26 contract roles state an hourly rate, from $18 to $100 an hour.
Figure 1
Human-data roles open at each lab
Which AI labs are hiring for the teams that buy, run and evaluate human data?
| Lab | Human-data roles | All open roles |
|---|---|---|
| xAI | 297 | |
| Figure AI | 101 | |
| Cohere | 124 | |
| OpenAI | 829 | |
| Anthropic | 677 | |
| Mistral AI | 237 | |
| Skild AI | 58 | |
| Harvey | 380 | |
| Reflection AI | 46 | |
| Physical Intelligence | 46 | |
| Thinking Machines Lab | 56 | |
| 1X | 100 | |
| Perplexity | 138 | |
| Black Forest Labs | 1 | 14 |
| Magic | 1 | 7 |
| Character.AI | 0 | 13 |
| Cognition | 0 | 116 |
| Cursor (Anysphere) | 0 | 116 |
| ElevenLabs | 0 | 130 |
| Inflection AI | 0 | 4 |
| Luma AI | 0 | 17 |
| Poolside | 0 | 4 |
| Reka | 0 | 9 |
| Runway | 0 | 48 |
| Safe Superintelligence | 0 | 0 |
Sample. Every role open on the public job boards of 25 AI labs on 11 Nov 2026 (3,567 roles); labs whose board could not be read today are listed in the coverage figure.
A role counts when its title (or, for a lab's own human-data team, its team name) matches the published patterns; research roles that only use data are not counted.
A lab's name and its count of all open roles open its own job board. A board cannot be filtered to human-data roles, so a lab's human-data count opens its rows in the figure of every human-data role below, each linked to its posting.
Source. AITraining.jobs Research, Which AI Labs Are Hiring for Human Data, read 11 Nov 2026.
Figure 2
What kind of human-data roles labs are hiring
Are labs hiring people to run human data, to buy it, to evaluate models, or to build RL environments?
| Team | Open roles | Labs hiring |
|---|---|---|
| Evaluations | 24 | 10 |
| AI tutors and raters | 22 | 4 |
| Human-data operations | 18 | 9 |
| Robot data collection | 15 | 4 |
| Data partnerships and acquisition | 7 | 5 |
| RL environments | 5 | 4 |
| Training-data research | 4 | 4 |
Sample. The 95 human-data roles open on 11 Nov 2026, each counted once, at the first team type its title matches.
Robot data collection: data-collection and robot operators, teleoperators, robot pilots, data creators.
AI tutors and raters: AI tutors and trainers, raters, annotators, annotation and data-quality specialists, data associates.
Data partnerships and acquisition: data partnerships, acquisition, licensing, sourcing, supply, business development and deals.
Human-data operations: human data, data operations, annotation, data labelling or collection, human feedback, RLHF, expert data, data programs and services.
RL environments: RL and agentic environments, environments engineering and research, RL gyms.
Evaluations: evals, evaluations, benchmarks, assessments.
Training-data research: post-training and RL data, training data, data quality, data strategy, data flywheels.
Data centres, web crawling and pre-training ingestion, data science and engineering, recruiting, manufacturing quality and privacy roles are never counted, and research that only learns from human data is not human-data work.
Source. AITraining.jobs Research, Which AI Labs Are Hiring for Human Data, read 11 Nov 2026.
Figure 3
Every human-data role open at the labs today
Which roles exactly, where, and at what stated salary?
| Role | Lab | Stated salary |
|---|---|---|
| Staff Graphics Engineer - VR TeleoperationPosting | 1X | $175,000-$215,000 per year |
| Operator - Data Collection (Swing Shift)Posting | 1X | $28-$36 per hour |
| Staff+ Software Engineer, Safeguards EvalsPosting | Anthropic | $320,000-$485,000 per year |
| Cyber Evaluations EngineerPosting | Anthropic | $300,000-$405,000 per year |
| Staff+ Research Engineer, RL Data PlatformPosting | Anthropic | $500,000-$850,000 per year |
| Staff Software Engineer, Environments InfrastructurePosting | Anthropic | $405,000-$605,000 per year |
| Data Operations Manager, Human DataPosting | Anthropic | $270,000-$365,000 per year |
| Research Engineer, Post-Training Model EvaluationsPosting | Anthropic | $500,000-$850,000 per year |
| Technical Program Manager, Safeguards (Infrastructure & Evals)Posting | Anthropic | $290,000-$365,000 per year |
| Applied Research Engineer, EvaluationPosting | Black Forest Labs | n/a |
| Data Partnerships Coordinator (1-year contract)Posting | Cohere | $110,000-$150,000 per year |
| Data Annotation Specialist, SafetyPosting | Cohere | n/a |
| Senior Full-Stack Engineer, Annotation PlatformPosting | Cohere | $160,000-$250,000 per year |
| Member of Technical Staff, North Modelling (Evals)Posting | Cohere | $175,000-$380,000 per year |
| Member of Technical Staff - RL EnvironmentsPosting | Cohere | $175,000-$380,000 per year |
| Member of Technical Staff, Agentic EnvironmentsPosting | Cohere | $175,000-$380,000 per year |
| Data Annotation Specialist, GeneralistPosting | Cohere | n/a |
| Data Annotation Specialist, Data SciencePosting | Cohere | n/a |
| Data Annotation Specialist, Engineering (civil, mechanical, electrical, chemical)Posting | Cohere | n/a |
| Member of Technical Staff, Data Analysis and EvaluationPosting | Cohere | $175,000-$380,000 per year |
| Senior Research Scientist, Model EvaluationPosting | Cohere | $175,000-$380,000 per year |
| State Estimation Engineer, Data Collection SystemsPosting | Figure AI | $150,000 to $300,000 per year |
| Technical Coordinator, Data Creators (CDMX)Posting | Figure AI | n/a |
| Project Lead, Data Creators (CDMX)Posting | Figure AI | n/a |
| Technical Coordinator, Data Creators (SP)Posting | Figure AI | n/a |
| Shift Coordinator, Data Creators (SP)Posting | Figure AI | n/a |
| Deployment Engineer (Data Collection)Posting | Figure AI | $125,000 to $185,000 per year |
| Staging SpecialistPosting | Figure AI | $32/hr |
| Humanoid Robot Operator (Night Shift)Posting | Figure AI | $30.00 per hour |
| Humanoid Robot Operator (Afternoon Shift)Posting | Figure AI | $30.00 per hour |
| Data Quality AnalystPosting | Figure AI | $30.00 per hour |
| Humanoid Robot Operator (Morning Shift)Posting | Figure AI | $30.00 per hour |
| Humanoid Robot PilotPosting | Figure AI | $32.00 per hour |
| Research Engineer / Scientist, Data & EvalsPosting | Harvey | $230,000-$450,000 per year |
| Research Engineer / Scientist, Data & EvalsPosting | Harvey | n/a |
| Research Engineer / Scientist, Data & EvalsPosting | Harvey | $230,000-$450,000 per year |
| Research Engineer / Scientist, Data & EvalsPosting | Harvey | $230,000-$450,000 per year |
| Senior Product Operations Manager, Evaluation QualityPosting | Harvey | $155,400-$233,200 per year |
| Member of Technical Staff, RL Research & EnvironmentsPosting | Magic | $275,000-$550,000 per year |
| Evaluation Engineer, Applied AIPosting | Mistral AI | n/a |
| Finance Data Annotation Quality AnalystPosting | Mistral AI | n/a |
| Research Engineer - Eval PlatformPosting | Mistral AI | n/a |
| Research Engineer - Cybersecurity (RL Environments)Posting | Mistral AI | n/a |
| Technical Program Manager, Human Data Annotation (Code)Posting | Mistral AI | n/a |
| Strategic Data & Licensing PartnershipsPosting | Mistral AI | n/a |
| Code Data Annotation Quality SpecialistPosting | Mistral AI | n/a |
| Data Program Manager, SciencePosting | OpenAI | $162,000-$285,000 per year |
| Strategic Sourcing Lead, Professional Services โ Human DataPosting | OpenAI | $234,000-$260,000 per year |
| Researcher, Agent Safety, Training and EvaluationsPosting | OpenAI | $380,000-$500,000 per year |
| Data Program Manager, Human DataPosting | OpenAI | $207,000-$230,000 per year |
| Product Evals Engineer, ChatGPT LearningPosting | OpenAI | $185,000-$490,000 per year |
| Software Engineer - Data Aquisition (systems)Posting | OpenAI | $295,000-$536,000 per year |
| Research Program Manager, Human Data CampaignsPosting | OpenAI | $239,000-$328,000 per year |
| Research Program Manager, Data AcquisitionPosting | OpenAI | $239,000-$328,000 per year |
| Research Program Manager โ Adversarial Model ResearchPosting | OpenAI | $239,000-$328,000 per year |
| Software Engineer, Research - Human DataPosting | OpenAI | $295,000-$385,000 per year |
| Member of Technical Staff (Software Engineer, Enterprise Agent Evals & Efficiency)Posting | Perplexity | $220,000-$405,000 per year |
| Member of Technical Staff (Answer Quality & Evals)Posting | Perplexity | $200,000-$350,000 per year |
| Annotations Portfolio LeadPosting | Physical Intelligence | n/a |
| Software Engineer, Data QualityPosting | Physical Intelligence | n/a |
| Robot OperatorPosting | Physical Intelligence | $25/hour |
| Member of Technical Staff - Engineering Lead, Data AcquisitionPosting | Reflection AI | n/a |
| Human Data Operations ManagerPosting | Reflection AI | n/a |
| Member of Technical Staff, Data FlywheelPosting | Reflection AI | n/a |
| Member of Technical Staff, Human Data Quality EngineerPosting | Reflection AI | n/a |
| Member of Technical Staff - EvaluationsPosting | Reflection AI | n/a |
| Robotics Engineer, TeleoperationPosting | Skild AI | n/a |
| Program Manager - Data Collection & Annotation - IndiaPosting | Skild AI | n/a |
| Robot Operator - PittsburghPosting | Skild AI | $18-$20 per hour |
| Senior Master AnnotatorPosting | Skild AI | n/a |
| Robot Operator - IndiaPosting | Skild AI | n/a |
| Robot OperatorPosting | Skild AI | $25-$30 per hour |
| Software Engineer, Evaluation Platform / InfraPosting | Thinking Machines Lab | $300,000 - $350,000 |
| Research, Post-Training EvalsPosting | Thinking Machines Lab | $350,000 - $475,000 |
| Data PartnershipsPosting | Thinking Machines Lab | $300,000 - $350,000 |
| AI Tutor, Uzbek - TemporaryPosting | xAI | $35/hour - $45/hour |
| AI Tutor, Oromo - TemporaryPosting | xAI | $35/hour - $45/hour |
| AI Tutor, Latvian - TemporaryPosting | xAI | $35/hour - $45/hour |
| AI Tutor, Icelandic - TemporaryPosting | xAI | $35/hour - $45/hour |
| AI Tutor, Estonian - TemporaryPosting | xAI | $35/hour - $45/hour |
| AI Tutor, Amharic - TemporaryPosting | xAI | $35/hour - $45/hour |
| Software Engineer, Evaluation InfrastructurePosting | xAI | $180,000 - $440,000 |
| AI Tutor, Design - TemporaryPosting | xAI | $35/hour - $75/hour |
| AI Tutor, Humanities - TemporaryPosting | xAI | $35/hour - $75/hour |
| Human Data ManagerPosting | xAI | $100,000 - $186,000 |
| AI Tutor, Croatian - TemporaryPosting | xAI | $35/hour - $45/hour |
| Human Data EngineerPosting | xAI | $144,000 - $220,000 |
| Software Engineer, EvalsPosting | xAI | $175,000 - $275,000 |
| AI Tutor, German - TemporaryPosting | xAI | $35/hour - $45/hour |
| AI Tutor, Writing - TemporaryPosting | xAI | $35/hour - $75/hour |
| AI Tutor, Legal & Compliance - TemporaryPosting | xAI | $50/hour - $100/hour |
| AI Tutor, Applied Math - TemporaryPosting | xAI | $45/hour - $75/hour |
| AI Tutor, Math - TemporaryPosting | xAI | $45/hour - $75/hour |
| AI Tutor, Physics - TemporaryPosting | xAI | $45/hour - $75/hour |
| AI Tutor, Materials Science - TemporaryPosting | xAI | $45/hour - $75/hour |
Sample. The 95 roles, each linked to its posting on the lab's own board, read on 11 Nov 2026.
A stated salary is the base range the posting publishes (US pay-transparency ranges in most cases); n/a where none is stated.
Source. AITraining.jobs Research, Which AI Labs Are Hiring for Human Data, read 11 Nov 2026.
Figure 4
Which labs' boards were read
Whose hiring does this report see?
| Lab | Job board | Read today | Open roles |
|---|---|---|---|
| 1X | Ashby | Yes | 100 |
| Anthropic | Greenhouse | Yes | 677 |
| Black Forest Labs | Ashby | Yes | 14 |
| Character.AI | Ashby | Yes | 13 |
| Cognition | Ashby | Yes | 116 |
| Cohere | Ashby | Yes | 124 |
| Cursor (Anysphere) | Ashby | Yes | 116 |
| ElevenLabs | Ashby | Yes | 130 |
| Figure AI | Greenhouse | Yes | 101 |
| Harvey | Ashby | Yes | 380 |
| Inflection AI | Greenhouse | Yes | 4 |
| Luma AI | Ashby | Yes | 17 |
| Magic | Ashby | Yes | 7 |
| Mistral AI | Ashby | Yes | 237 |
| OpenAI | Ashby | Yes | 829 |
| Perplexity | Ashby | Yes | 138 |
| Physical Intelligence | Ashby | Yes | 46 |
| Poolside | Ashby | Yes | 4 |
| Reflection AI | Ashby | Yes | 46 |
| Reka | Ashby | Yes | 9 |
| Runway | Ashby | Yes | 48 |
| Safe Superintelligence | Ashby | Yes | 0 |
| Skild AI | Greenhouse | Yes | 58 |
| Thinking Machines Lab | Ashby | Yes | 56 |
| xAI | Greenhouse | Yes | 297 |
Sample. 25 labs with a public job-board API, read on 11 Nov 2026. Labs that publish no board API (Meta, Microsoft, Amazon, Apple among them) cannot be counted.
Source. AITraining.jobs Research, Which AI Labs Are Hiring for Human Data, read 11 Nov 2026.
For labs, data vendors and researchers
Buy the data behind this report
The figures above are a summary. Behind them are records we collect ourselves, every day:
0 roles tracked, each with its history
Every role on 0 job boards, read since n/a (every hour since 18 Oct 2026): its pay and place, and the first and last day it was open.
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Which roles people actually apply to, by field, pay and kind of work. It happens on this site, so nobody else can count it.
39 lab and vendor hiring boards
The job boards of 25 AI labs and 14 human-data vendors, read every day: who is hiring for human data, and who is hiring to buy it.
What you can buy
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The rows behind any figure, with their history, not only the totals.
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Method and definitions
The public job boards (Greenhouse and Ashby APIs) of AI labs and human-data vendors, read every day. Every figure is computed by one database query over the window shown, the same query for the live report and for every edition. Each figure states its sample beneath it.
- Human-data role
- A role whose title (or, for a lab's own human-data team, its team) matches the published patterns for human-data operations, data partnerships and acquisition, evaluations, RL environments, training-data research, robot data collection or AI tutors and raters.
- Stated salary
- The pay range the posting publishes (a yearly base range for staff roles, an hourly rate for contract roles).
- Window
- A reading of every board today; the report has no monthly editions because past boards cannot be read again. Download the data to keep a copy.
What this data cannot tell you
- Labs without a public board API (Meta, Microsoft, Apple, Amazon, Nvidia, Google DeepMind's own careers site) cannot be read, so their hiring is not counted.
- An open role is hiring intent, not headcount: some companies keep one evergreen posting per team, others post one per location.
- A role counts by its title and team against published patterns; a role described only in its text is not counted.
How the job feeds are read and roles are classified: site methodology. How fresh, complete and consistent the data is, checked every day: data quality and coverage.
Editions
This report reads the live job boards every day. Past boards cannot be read again, so it has no monthly editions: download the data to keep a dated copy.
- Live data (this page)Today's boards, read daily
Cite and reuse
Free to quote, chart and republish under CC BY 4.0 (creativecommons.org/licenses/by/4.0) with a link to this page. Live figures change daily: cite a monthly edition for numbers that will read the same later, or keep the access date.
Citation
AITraining.jobs (2026). Which AI Labs Are Hiring for Human Data (live data, 11 Nov 2026 to 11 Nov 2026). https://cyberjobs.cc/research/ai-labs-human-data-hiring (accessed 11 Nov 2026)
BibTeX
@misc{aitrainingjobs_ai_labs_human_data_hiring_live,
author = {{AITraining.jobs}},
title = {Which AI Labs Are Hiring for Human Data (live data, 11 Nov 2026 to 11 Nov 2026)},
year = {2026},
howpublished = {\url{https://cyberjobs.cc/research/ai-labs-human-data-hiring}},
note = {Accessed 11 Nov 2026},
}More research
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