Get paid to teach AI what you know.

Trusted by
working experts

5,000+experts already with rustLabs

$20–100+per hour, set by field and depth

6×expert fields, deep not wide

Expert judgment, turned into training data.

Experts

tasks

rustLabs

data

AI Labs

How It Works

Three steps between your expertise and a paycheck.

No interviews, no scheduling calls. Show us real work, pass a short calibration task, and start picking up projects.

Apply with proof

A short application. Show us real work: a GitHub, a paper, a portfolio, whatever proves you know your field.

Starter assessment

A short calibration task in your area so we can see how you think. Quick, focused, and relevant to the real work.

Work and get paid

We match you to a lab and you pick up projects on our experts platform. Work through their environments, get paid by the hour. Remote, on your schedule.

Who It’s For

Two doors. One team.

For Experts

Turn what you know into pay.

Pick up real tasks in your field — annotation, evals, rubrics, agent traces. Reviewed by people, paid by the hour.

Apply to rustLabs →

For Labs & Companies

Expert data your models can trust.

RL environments, evaluations, and human judgment from a vetted network of 5,000+ professionals — pilots to production.

Talk to a researcher →

The Fields

Six fields. Real work, not busywork.

Software engineeringReal coding tasks and agent traces, the kind of bugs you'd hit at work.

Agent tracesReal repos

Finance & accountingModeling and analysis, plus the judgment calls that trip up general models.

ModelingJudgment calls

ML EngineerBuild evals, write rubrics, and review training data and model pipelines.

EvalsRubrics

Science & STEMWalk through physics, chemistry, and math reasoning one step at a time.

Step-by-stepSTEM

LegalContracts, case law, and policy work, where a wrong answer costs something.

ContractsCase law

MedicalClinical reasoning, diagnosis, and medical literature, where accuracy is everything.

Clinical reasoningHigh stakes

Get Started

Put what you know to work.

Paid $20–100+/hr, remote, about a minute to apply. Join the 5,000+ experts already working with rustLabs.

For Experts

Apply to rustLabs

A short application — have your LinkedIn and resume handy.

Apply now ↗

For Labs

Work with us

Tell us what you’re building and a researcher — not a queue — gets back to you.

Start a conversation ↗

Partner Work

ViaTouch × rustLabs

Training data for VICKI retail machines in the field.

See the case ↗