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OpenTrain AIFor AI Companies
678,000+ Vetted AI Data Experts

The #1 Talent Network for AI Training & Data Labeling

Hire tested domain experts matched to your project, and put them to work in the tools you already use. Built for AI labs, AI companies, and data companies. Self-serve or fully managed.

For AI Labs & Companies

Self-service: 10% of what you pay talent, plus $9.95 per new contract. Managed service: 20%.

For Freelance AI Trainers

Data Labeling Company? Find clients and recruit talent
How It Works

From Job Post to Deployed AI Training Team

Post your RLHF, evaluation, or annotation project. Get a pre-screened shortlist of domain experts. Deploy them directly into your annotation tools.

01
Step 01

Post Your Job to 678,000+ Experts

Define your requirements and go live in minutes. Your job reaches our global network of pre-vetted AI Trainers and Data Labelers. No sales calls, no minimums.

  • Guided job form: specify domains, languages, seniority, and tools
  • Published pricing: 10% marketplace fee + $9.95 new-contract fee
02
Step 02

Every Candidate Screened, Tested, and Scored

Our matching system draws on performance data from across 20+ AI training platforms. Every applicant goes through AI interviews and skill testing before they reach your shortlist. Candidates matched on proven ability, not self-reported skills.

  • Unified work history: real ratings and performance data from 20+ AI training platforms
  • AI interviews that test domain knowledge and reasoning before candidates reach you
  • Domain-specific skill assessments calibrated to your project requirements
03
Step 03

Hire & Deploy Into the Tools You Already Use

Hire from your vetted shortlist and add experts directly into whatever annotation tools your team already uses. No migrations, no vendor lock-in.

  • Works in the annotation tools your team already uses, such as Label Studio, CVAT, Labelbox, and Argilla
  • Send offers and onboard hires without switching platforms or migrating data
04
Step 04

Manage Work and Pay Your Team Directly

Keep your entire project in one place. Update guidelines, coordinate with your team, and handle payments without juggling external tools. Set your own rates and pay talent directly through OpenTrain.

  • Edit and publish instructions that reach your entire team instantly
  • Chat, training modules, and progress tracking in one workspace
  • Pay per hour, per task, or fixed price. 10% marketplace fee plus $9.95 when a new contract starts.
Solutions

Hire Top Talent for Any AI Training Need. Any Domain, Any Scale.

From RLHF and red teaming to image annotation and multilingual evaluation. Pre-vetted domain experts and skilled annotators ready to work inside your tools.

Post-Training & Alignment

RLHF preference ranking, DPO pair generation, and reward model training data. Our experts evaluate and rank model outputs so your models learn what good looks like.

Reasoning & Verification

Expert evaluation of chain-of-thought reasoning, process reward annotation, and verification of math, code, and logic outputs.

Red Teaming & Safety

Adversarial prompt crafting, jailbreak discovery, bias evaluation, and safety alignment testing.

Domain Expert Annotation

PhDs and professionals in mathematics, medicine, law, finance, and engineering providing expert-grade training data.

Evaluation & Benchmarking

Human evaluation of model outputs, benchmark creation, A/B preference testing, and ongoing quality monitoring.

Multimodal & Multilingual

Vision, audio, video, and document annotation with cross-modal alignment across 118+ languages.

Top talent from leading institutions and companies

MITJane StreetHarvardTwo SigmaStanfordMcKinseyCaltechGoldman SachsCarnegie MellonGoogle DeepMindETH ZurichBCGPrincetonCitadelOxfordJPMorganCambridgeMetaUC BerkeleyBridgewaterYaleD.E. ShawColumbiaBainCornellMorgan StanleyUChicagoBlackRockImperial College
MITJane StreetHarvardTwo SigmaStanfordMcKinseyCaltechGoldman SachsCarnegie MellonGoogle DeepMindETH ZurichBCGPrincetonCitadelOxfordJPMorganCambridgeMetaUC BerkeleyBridgewaterYaleD.E. ShawColumbiaBainCornellMorgan StanleyUChicagoBlackRockImperial College
Quality & Vetting

How We Test Experts Before You Meet Them

Every applicant passes AI interviews and skill tests before they reach your shortlist. In managed programs, each specialist is also verified through live interviews and proctored testing.

The Network

Domain Experts, Not Crowd Workers

PhDs, engineers, clinicians, legal specialists, and creative professionals. Matched to your specific field, not pulled from a generic applicant pool.

Global Coverage

Fluent speakers with local context around the world. Hire locally or build distributed teams across regions.

AI-Powered Matching

Resumes screened and ranked against your specific domain, language, and skill requirements. You review only qualified matches.

Managed Service

We Recruit, Train, and Manage Your Team

We handle recruiting, onboarding, training, daily ops, and QA with a dedicated program lead. Every candidate goes through live human verification.

Live Proctored Testing

A human proctor watches every skills test in real-time. No cheating with ChatGPT or outside help.

Live Interviews

Trained interviewers verify domain expertise face-to-face. Not AI chatbots.

Custom Calibration

Tests and rubrics built specifically for your project. Candidates are scored against your standards.

Get Started Now

Better Talent. Better Data. Better AI.

Get started with self-service hiring or let our team handle it end-to-end.

Self-Service

Hire Experts Yourself

Post a job, get a shortlist of tested experts, and pay them through OpenTrain.

Most popular
Managed Service

Full-Service, End-to-End

  • Recruiting & live vetting
  • Onboarding & training
  • Daily management & QA
  • Dedicated program lead
FAQ

Everything You Need to Know

Common questions about working with OpenTrain.

How much does OpenTrain cost?
Self-service is a 10% marketplace fee on talent payments, plus a $9.95 contract initiation fee when a new contract starts. Managed service is 20%. No per-task software charges, bundled markups, or custom proposals. You see exactly what each expert earns and what the marketplace fee is before you commit.
Do I have to use your annotation software?
No. OpenTrain provides people, not tools. Your experts work directly inside whatever platform you already use: Label Studio, CVAT, Labelbox, Argilla, or your own custom tooling. We never require proprietary software.
How do you verify that experts actually have domain expertise?
It depends on your engagement. For managed service, every expert goes through live domain-specific testing with human proctors and a live interview. This catches people who would pass automated assessments using AI tools. For self-service, you get access to a pre-screened talent pool with AI matching, and you run your own evaluation.
Should I use self-service or managed service?
Self-service is best if you have an internal team that can manage annotators directly and you want to control the hiring process. Managed service is best if you need us to handle recruiting, vetting, onboarding, QA, and ongoing team management. Many clients start with self-service for a pilot and move to managed for production scale.
Who owns the data?
You do. Experts work inside your tools. OpenTrain is a talent provider, not a data processor.
Can I scale from a small pilot to a large team?
Yes. The same talent pool and vetting process applies at any size. For large-scale managed engagements, we assign a dedicated program lead to handle operations.