Key findings

1
Scale AI had the most open staff roles on 11 Nov 2026 (169), then Mercor (90) and Handshake (77).
Figure 1
2
Engineering and product is the largest function in vendor hiring: 167 roles, 25.5% of all open staff roles.
Figure 2
3
4 vendor roles are in data acquisition and partnerships, at Scale AI, Handshake, Snorkel AI and AfterQuery.
Figure 3
4
113 roles are in research, evals and RL environments (17.3%), at 13 vendors.
Figure 2

Figure 1

Open staff roles at each human-data vendor, by function

How fast is each vendor hiring, and for what?

Vendor	Open staff roles	Data acquisition and partnerships	Expert supply and community	Expert and contractor roles	Research, evals and RL environments	Delivery and operations	Sales and go-to-market	Engineering and product	Corporate	Largest function
Scale AI	169	0.6%	0.6%	8.9%	8.3%	24.9%	23.1%	27.8%	4.1%	Engineering and product
Mercor	90	0.0%	0.0%	0.0%	23.3%	23.3%	14.4%	24.4%	14.4%	Engineering and product
Handshake	77	1.3%	0.0%	3.9%	6.5%	29.9%	22.1%	26.0%	9.1%	Delivery and operations
Turing	49	0.0%	0.0%	0.0%	24.5%	20.4%	24.5%	24.5%	6.1%	Research, evals and RL environments
AfterQuery	43	2.3%	0.0%	2.3%	18.6%	37.2%	11.6%	16.3%	9.3%	Delivery and operations
Snorkel AI	43	2.3%	2.3%	2.3%	16.3%	23.3%	11.6%	25.6%	16.3%	Engineering and product
Encord	39	0.0%	0.0%	0.0%	5.1%	25.6%	28.2%	41.0%	0.0%	Engineering and product
HUD	39	0.0%	0.0%	0.0%	30.8%	10.3%	38.5%	17.9%	0.0%	Sales and go-to-market
Prime Intellect	37	0.0%	0.0%	0.0%	48.6%	5.4%	16.2%	21.6%	8.1%	Research, evals and RL environments
Prolific	29	0.0%	3.4%	0.0%	20.7%	27.6%	20.7%	20.7%	6.9%	Delivery and operations
Toloka	16	0.0%	0.0%	0.0%	18.8%	43.8%	25.0%	12.5%	0.0%	Delivery and operations
Halluminate	10	0.0%	0.0%	0.0%	20.0%	20.0%	0.0%	40.0%	20.0%	Engineering and product
Labelbox	10	0.0%	10.0%	0.0%	30.0%	20.0%	10.0%	10.0%	10.0%	Research, evals and RL environments
Mechanize	4	0.0%	0.0%	0.0%	0.0%	0.0%	0.0%	100.0%	0.0%	Engineering and product

Sample. 655 staff roles open on the public boards of 14 human-data vendors on 11 Nov 2026; shares are of each vendor's own open roles.

Staff roles only: the expert and contractor roles vendors recruit for are counted in this site's other reports, from their job feeds.

Some vendors keep a single evergreen posting per team, so open roles measure hiring intent, not headcount.

Source. AITraining.jobs Research, Where Human-Data Vendors Are Building, read 11 Nov 2026.

Figure 2

What the vendors are hiring for

Across the human-data vendors, which functions are they building?

Function	Open roles	Share	Vendors hiring	Which
Engineering and product	167	25.5%	14	Scale AI, Mercor, Handshake, Snorkel AI and AfterQuery
Delivery and operations	157	24.0%	13	Scale AI, Mercor, Handshake, Snorkel AI and AfterQuery
Sales and go-to-market	134	20.5%	12	Scale AI, Mercor, Handshake, Snorkel AI and AfterQuery
Research, evals and RL environments	113	17.3%	13	Scale AI, Mercor, Handshake, Snorkel AI and AfterQuery
Corporate	49	7.5%	10	Scale AI, Mercor, Handshake, Snorkel AI and AfterQuery
Expert and contractor roles	20	3.1%	4	Scale AI, Handshake, Snorkel AI and AfterQuery
Other	7	1.1%	5	Scale AI, Handshake, AfterQuery, HUD and Labelbox
Data acquisition and partnerships	4	0.6%	4	Scale AI, Handshake, Snorkel AI and AfterQuery
Expert supply and community	4	0.6%	4	Scale AI, Snorkel AI, Prolific and Labelbox

Sample. The 655 staff roles, each counted once in the first function its title matches.

Data acquisition and partnerships: data acquisition, data partnerships, data licensing and sourcing, supply partnerships.

Expert supply and community: talent and expert supply, contributor and community growth, expert recruiting and vetting.

Expert and contractor roles: fellowships, subject-matter experts, red teamers and tutors that vendors post on their staff boards.

Research, evals and RL environments: research scientists and engineers, evaluations, RL environments, post-training.

Delivery and operations: strategic projects, project and program management, engagement, delivery and data operations.

Sales and go-to-market: sales, account management, go-to-market, marketing, business development.

Engineering and product: software, infrastructure and machine-learning engineering, product, design.

Corporate: finance, legal, people and recruiting, executive office.

Source. AITraining.jobs Research, Where Human-Data Vendors Are Building, read 11 Nov 2026.

Figure 3

Data-acquisition, expert-supply and research roles

Which vendor roles buy data, recruit experts or build RL environments?

Role	Vendor	Function	Location	Stated pay
Data Acquisition LeadPosting	AfterQuery	Data acquisition and partnerships	San Francisco	$200,000-$350,000 per year
Data Partnerships RepresentativePosting	Handshake	Data acquisition and partnerships	Nashville, TN	$100,000-$120,000 per year
Data Acquisition Lead, Frontier EnvironmentsPosting	Scale AI	Data acquisition and partnerships	San Francisco, CA; New York, NY	$182,400-$228,000 per year
Director, Data PartnershipsPosting	Snorkel AI	Data acquisition and partnerships	San Francisco, CA (Hybrid)	$215,000-$315,000 per year
Global Specialized Domain Expert Recruiter (Contractor)Posting	Labelbox	Expert supply and community	Remote, United States	n/a
Talent Acquisition Lead, ProductPosting	Prolific	Expert supply and community	London, England, United Kingdom	n/a
Contributor Experience Manager, CommunityPosting	Scale AI	Expert supply and community	San Francisco, CA; New York, NY	$134,400-$168,000 per year
Senior Manager, Coder FellowsPosting	Snorkel AI	Expert supply and community	United States (Remote)	$175,000-$250,000 per year
AI/ML Research InternPosting	AfterQuery	Research, evals and RL environments	San Francisco	n/a
Research EngineerPosting	AfterQuery	Research, evals and RL environments	San Francisco	$210,000-$450,000 per year
Research Program ManagerPosting	AfterQuery	Research, evals and RL environments	San Francisco	$175,000-$191,000 per year
Research ScholarPosting	AfterQuery	Research, evals and RL environments	San Francisco	n/a
Research Scientist - Post TrainingPosting	AfterQuery	Research, evals and RL environments	San Francisco	$210,000-$450,000 per year
Research Scientist – Frontier EvaluationsPosting	AfterQuery	Research, evals and RL environments	San Francisco	$210,000-$450,000 per year
Research Technical Program ManagerPosting	AfterQuery	Research, evals and RL environments	San Francisco	$210,000-$450,000 per year
Software Engineer - RL EnvironmentsPosting	AfterQuery	Research, evals and RL environments	San Francisco	$260,000-$290,000 per year
Research Communications Lead, Physical AIPosting	Encord	Research, evals and RL environments	London	n/a
Research EngineerPosting	Encord	Research, evals and RL environments	London	n/a
Member of Technical Staff - Finance ResearcherPosting	Halluminate	Research, evals and RL environments	San Francisco	$215,000-$275,000 per year
Member of Technical Staff - Research / Post-TrainingPosting	Halluminate	Research, evals and RL environments	San Francisco	$250,000-$320,000 per year
Member of Technical Staff, EvalsPosting	Handshake	Research, evals and RL environments	San Francisco, CA	$200,000-$350,000 per year
Member of Technical Staff, Post-TrainingPosting	Handshake	Research, evals and RL environments	San Francisco, CA	$200,000-$350,000 per year
Senior Product Marketing Manager, Labs & ResearchPosting	Handshake	Research, evals and RL environments	San Francisco, CA	$152,000-$190,000 per year
Senior Software Engineer, Reinforcement Learning EnvironmentsPosting	Handshake	Research, evals and RL environments	India	n/a
Software Engineer II, Reinforcement Learning EnvironmentsPosting	Handshake	Research, evals and RL environments	India	n/a
Forward Deployed Research EngineerPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$180,000 per year
Lead Research Engineer, Data QualityPosting	HUD	Research, evals and RL environments	San Francisco	$120,000-$295,000 per year
Research Engineer (General)Posting	HUD	Research, evals and RL environments	San Francisco	$100,000-$230,000 per year
Research Engineer, BenchmarksPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$230,000 per year
Research Engineer, Privacy and AnonymizationPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$230,000 per year
Research Engineer, QC AutomationPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$230,000 per year
Research Engineer, Robotics DataPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$230,000 per year
Research Engineer, Robotics EvalsPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$230,000 per year
Research Engineer, Synthetic DataPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$230,000 per year
Senior Research Infrastructure EngineerPosting	HUD	Research, evals and RL environments	San Francisco	$175,000 - $260,000
Senior Research ManagerPosting	HUD	Research, evals and RL environments	San Francisco	$120,000-$295,000 per year
Senior Software Engineer, Reinforcement LearningPosting	HUD	Research, evals and RL environments	San Francisco	$100,000-$225,000 per year
Forward Deployed Engineer, RL EnvironmentsPosting	Labelbox	Research, evals and RL environments	San Francisco Bay Area	$140,000-$200,000 per year
Forward Deployed Research ScientistPosting	Labelbox	Research, evals and RL environments	San Francisco Bay Area	$200,000-$300,000 per year
Staff ML Engineer, Agent Training & EnvironmentsPosting	Labelbox	Research, evals and RL environments	San Francisco Bay Area	$250,000-$280,000 per year
Member of Technical Staff, Deeptune EnvironmentsPosting	Mercor	Research, evals and RL environments	New York City	$160,000-$500,000 per year
Member of Technical Staff, Enterprise Evals PlatformPosting	Mercor	Research, evals and RL environments	San Francisco	$220,000-$425,000 per year
Mercor AI Research Fund Grants: BenchmarksPosting	Mercor	Research, evals and RL environments	San Francisco	$5,000,000 per year
Mercor AI Research Fund Grants: Economics of AIPosting	Mercor	Research, evals and RL environments	San Francisco	$5,000,000 per year
Mercor AI Safety Fund GrantsPosting	Mercor	Research, evals and RL environments	San Francisco	n/a
Partnerships Lead, AI Infrastructure & Post-TrainingPosting	Mercor	Research, evals and RL environments	Mercor HQ, 181 Fremont Street	$300,000-$400,000 per year
Research Engineer - Environments, Data and Post-TrainingPosting	Mercor	Research, evals and RL environments	San Francisco	$180,000-$500,000 per year
Research Engineer – BenchmarkingPosting	Mercor	Research, evals and RL environments	San Francisco	$200,000-$500,000 per year
Research Engineer Intern - Environments, Data and Post-TrainingPosting	Mercor	Research, evals and RL environments	San Francisco	$70 per hour
Research Engineer, Intern – BenchmarkingPosting	Mercor	Research, evals and RL environments	San Francisco	$70 per hour
Research Engineer, Real EnvironmentsPosting	Mercor	Research, evals and RL environments	San Francisco	$160,000-$500,000 per year
Research Grants CoordinatorPosting	Mercor	Research, evals and RL environments	San Francisco	$140,000-$180,000 per year
Research InternPosting	Mercor	Research, evals and RL environments	San Francisco	$80 per hour
Research Operations, CodePosting	Mercor	Research, evals and RL environments	San Francisco	$130,000-$250,000 per year
Research Program ManagerPosting	Mercor	Research, evals and RL environments	San Francisco	$150,000-$225,000 per year
Research Scientist - Environments, Data and Post-TrainingPosting	Mercor	Research, evals and RL environments	San Francisco	$250,000-$500,000 per year
Research Scientist, APEX BenchmarksPosting	Mercor	Research, evals and RL environments	San Francisco	$200,000-$500,000 per year
Senior PMM, EvalsPosting	Mercor	Research, evals and RL environments	Mercor HQ, 181 Fremont Street	$190,000-$230,000 per year
Software Engineer, Applied AI - Environments PlatformPosting	Mercor	Research, evals and RL environments	San Francisco	$220,000-$500,000 per year
Software Engineer, Applied AI- EvalsPosting	Mercor	Research, evals and RL environments	San Francisco	$220,000-$250,000 per year
Tech Lead, Applied AI - EvalsPosting	Mercor	Research, evals and RL environments	San Francisco	$260,000-$500,000 per year
Applied Researcher - Agentic RLPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Chip DesignPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Computer UsePosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Continual LearningPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Ecosystem & ProductPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Forward-Deployed RLPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Quantitative FinancePosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - RoboticsPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Scientific AIPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Applied Researcher - Sovereign AIPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Lead Applied Researcher - New YorkPosting	Prime Intellect	Research, evals and RL environments	New York	n/a
Research Engineer - Data and EvaluationPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Research Engineer - Distributed TrainingPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Research Engineer - InferencePosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Research Engineer - Pre-trainingPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Research Engineer - Pre-training DataPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Research Engineer - RL InfrastructurePosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Research Engineer / Scientist - Reinforcement LearningPosting	Prime Intellect	Research, evals and RL environments	San Francisco	n/a
Human Data Operations Partner, ResearchPosting	Prolific	Research, evals and RL environments	United Kingdom	n/a
Research ConsultantPosting	Prolific	Research, evals and RL environments	New York	n/a
Research ConsultantPosting	Prolific	Research, evals and RL environments	Remote, US	n/a
Senior Applied Scientist, SupplyPosting	Prolific	Research, evals and RL environments	London	n/a
Senior Product Marketing Manager, Sales Enablement (AI & Research)Posting	Prolific	Research, evals and RL environments	United Kingdom	n/a
Senior Product Marketing Manager, Sales Enablement (AI & Research)Posting	Prolific	Research, evals and RL environments	Remote, US	n/a
Machine Learning Research Intern (Summer 2027)Posting	Scale AI	Research, evals and RL environments	New York, NY; San Francisco, CA	$120,000-$150,000 per year
Machine Learning Research Scientist, EvaluationsPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; Seattle, WA; New York, NY	$165,600-$207,000 per year
Machine Learning Research Scientist, Post-TrainingPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; Seattle, WA; New York, NY	$165,600-$207,000 per year
ML Research Engineer, ML SystemsPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; Seattle, WA; New York, NY	$189,600-$237,000 per year
Research Advisor - Human Frontier Collective (UK)Posting	Scale AI	Research, evals and RL environments	United Kingdom	$300/hr
Research Advisor - Human Frontier Collective (US)Posting	Scale AI	Research, evals and RL environments	United States	$300/hr
Research Scientist, AI Safety and AlignmentPosting	Scale AI	Research, evals and RL environments	San Francisco, CA	$259,200-$324,000 per year
Senior / Staff Machine Learning Research Scientist, AgentsPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; Seattle, WA; New York, NY	$259,200-$324,000 per year
Senior Manager, Research ScientistPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; New York, NY	$290,400-$363,000 per year
Senior/Staff Machine Learning Research Engineer, General Agents, Enterprise GenAIPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; New York, NY	$290,400-$363,000 per year
Staff Software Engineer, RL EnvironmentsPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; New York, NY	$252,000-$315,000 per year
Staff/Senior Machine Learning Research Engineer, Intelligent SystemsPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; New York, NY	$264,800-$331,000 per year
Tech Lead Manager- MLRE, ML SystemsPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; New York, NY	$290,400-$363,000 per year
VP, ResearchPosting	Scale AI	Research, evals and RL environments	San Francisco, CA; New York, NY	$396,800-$496,000 per year
Director, Forward Deployed Researcher - Data as a ServicePosting	Snorkel AI	Research, evals and RL environments	New York City, NY (Hybrid); San Francisco, CA (Hybrid); United States (Remote)	$228,000-$403,200 per year
Forward Deployed Researcher - Data as a ServicePosting	Snorkel AI	Research, evals and RL environments	New York City, NY (Hybrid); San Francisco, CA (Hybrid); United States (Remote)	$160,000-$400,000 per year
Program Director - Open Benchmarks GrantsPosting	Snorkel AI	Research, evals and RL environments	New York City, NY (Hybrid); San Francisco, CA (Hybrid); United States (Remote)	$163,000-$280,000 per year
Research Lead, Open Benchmarks GrantsPosting	Snorkel AI	Research, evals and RL environments	New York City, NY (Hybrid); San Francisco, CA (Hybrid); United States (Remote)	$231,000-$390,000 per year
Research ScientistPosting	Snorkel AI	Research, evals and RL environments	New York City, NY (Hybrid); San Francisco, CA (Hybrid); United States (Remote)	$200,000-$375,000 per year
Research Scientist - Human-AI SystemsPosting	Snorkel AI	Research, evals and RL environments	New York City, NY (Hybrid); San Francisco, CA (Hybrid); United States (Remote)	$200,000-$375,000 per year
Research Scientist - RL TrainingPosting	Snorkel AI	Research, evals and RL environments	New York City, NY (Hybrid); San Francisco, CA (Hybrid); United States (Remote)	$200,000-$350,000 per year
Principal ML ResearcherPosting	Toloka	Research, evals and RL environments	European Union	n/a
Program Director - Enterprise Fine-TuningPosting	Toloka	Research, evals and RL environments	European Union	n/a
Program Director - Enterprise Fine-TuningPosting	Toloka	Research, evals and RL environments	United States	n/a
Research Engineer, Frontier DataPosting	Turing	Research, evals and RL environments	Brazil	n/a
Research Engineering Manager, STEMPosting	Turing	Research, evals and RL environments	United States	$260,000 to $350,000
Research Scientist, STEMPosting	Turing	Research, evals and RL environments	United States	$150,000 to $300,000
Senior Research EngineerPosting	Turing	Research, evals and RL environments	United States	$250,000 to $350,000
Senior Research Engineer, Frontier DataPosting	Turing	Research, evals and RL environments	United States	$250,000 to $350,000
Senior Research Engineer, SWEPosting	Turing	Research, evals and RL environments	United States	$250,000 to $350,000
Senior Research Scientist, STEMPosting	Turing	Research, evals and RL environments	United States	$250,000 to $350,000
Senior Software Engineer, AI Evaluation InfrastructurePosting	Turing	Research, evals and RL environments	United States	$170,000 - $200,000
Staff Research EngineerPosting	Turing	Research, evals and RL environments	United States	$250,000 to $400,000
Staff Research Engineer, Enterprise KnowledgePosting	Turing	Research, evals and RL environments	United States	$250,000 to $400,000
Staff Research Engineer, Frontier DataPosting	Turing	Research, evals and RL environments	United States	$250,000 to $400,000
Staff Research ScientistPosting	Turing	Research, evals and RL environments	United States	$250,000 to $400,000

Sample. 121 roles open on 11 Nov 2026, each linked to its posting.

Source. AITraining.jobs Research, Where Human-Data Vendors Are Building, read 11 Nov 2026.

Figure 4

Which vendor boards were read

Whose hiring does this report see?

Vendor	Job board	Read today	Open roles
AfterQuery	Ashby	Yes	43
Encord	Ashby	Yes	39
Halluminate	Ashby	Yes	10
Handshake	Ashby	Yes	77
HUD	Ashby	Yes	39
Labelbox	Greenhouse	Yes	10
Mechanize	Ashby	Yes	4
Mercor	Ashby	Yes	90
Prime Intellect	Ashby	Yes	37
Prolific	Greenhouse	Yes	29
Scale AI	Greenhouse	Yes	169
Snorkel AI	Greenhouse	Yes	43
Toloka	Greenhouse	Yes	16
Turing	Greenhouse	Yes	49

Sample. 14 public job boards, read on 11 Nov 2026.

Source. AITraining.jobs Research, Where Human-Data Vendors Are Building, read 11 Nov 2026.

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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.

Staff role: A role a vendor posts for its own team; the expert and contractor roles it recruits for are counted in the job-feed reports instead.
Function: The first of the published function patterns a role's title (or team) matches: data acquisition and partnerships, expert supply, expert and contractor roles, research and RL environments, delivery, sales, engineering, corporate.
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Citation

AITraining.jobs (2026). Where Human-Data Vendors Are Building (live data, 11 Nov 2026 to 11 Nov 2026). https://cyberjobs.cc/research/human-data-vendors-hiring (accessed 11 Nov 2026)

BibTeX

@misc{aitrainingjobs_human_data_vendors_hiring_live,
  author = {{AITraining.jobs}},
  title = {Where Human-Data Vendors Are Building (live data, 11 Nov 2026 to 11 Nov 2026)},
  year = {2026},
  howpublished = {\url{https://cyberjobs.cc/research/human-data-vendors-hiring}},
  note = {Accessed 11 Nov 2026},
}

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