Help Train AI.
Get paid for your skills.

Work on flexible, remote tasks that match your background. Set your own hours, work from anywhere, and help improve AI logic in fields like software development, finance, medicine, and law.

Specialists: $50-$100/hr

Generalists: $25-$30/hr

indeed
4.8 rating from 145 early reviews

Explore open roles

We are looking for people with different backgrounds to review tasks in their field.

CODING

Software Engineer

Review code examples, test logic, and help early-stage models output cleaner code.

$40.00/hour
GENERALIST

Content Editor

Check response tone, verify basic facts, and review general written text.

$22.00/hour
LAW

Corporate Attorney

Review summaries of legal documents, check contract logic, and verify statutory references.

$55.00/hour
MATHEMATICS

Applied Mathematician

Review step-by-step equations, check algebraic proofs, and find errors in mathematical logic.

$45.00/hour
MEDICINE

Clinical Specialist

Review medical explanations, check clinical reasoning examples, and ensure health information is safe.

$80.00/hour
PHYSICS

Research Physicist

Review derivations, check electromagnetic calculations, and verify explanations of physical concepts.

$45.00/hour
FINANCE

Investment Analyst

Review corporate finance calculations, check market analyses, and verify mathematical logic.

$50.00/hour
ACCOUNTING

Corporate Accountant

Review balance sheets, check GAAP/IFRS calculations, and verify general bookkeeping steps.

$45.00/hour
BILINGUAL

Bilingual Linguist

Review translation quality, check regional phrasing differences, and verify translated texts.

$25.00/hour
CHEMISTRY

Organic Chemist

Review reaction steps, check chemical equations balancing, and verify molecular logic.

$45.00/hour
BIOLOGY

Genomics Researcher

Review descriptions of cellular pathways, check genomic data, and verify scientific logic.

$45.00/hour
CODING

Software Engineer

Review code examples, test logic, and help early-stage models output cleaner code.

$40.00/hour
GENERALIST

Content Editor

Check response tone, verify basic facts, and review general written text.

$22.00/hour
LAW

Corporate Attorney

Review summaries of legal documents, check contract logic, and verify statutory references.

$55.00/hour
MATHEMATICS

Applied Mathematician

Review step-by-step equations, check algebraic proofs, and find errors in mathematical logic.

$45.00/hour
MEDICINE

Clinical Specialist

Review medical explanations, check clinical reasoning examples, and ensure health information is safe.

$80.00/hour
PHYSICS

Research Physicist

Review derivations, check electromagnetic calculations, and verify explanations of physical concepts.

$45.00/hour
FINANCE

Investment Analyst

Review corporate finance calculations, check market analyses, and verify mathematical logic.

$50.00/hour
ACCOUNTING

Corporate Accountant

Review balance sheets, check GAAP/IFRS calculations, and verify general bookkeeping steps.

$45.00/hour
BILINGUAL

Bilingual Linguist

Review translation quality, check regional phrasing differences, and verify translated texts.

$25.00/hour
CHEMISTRY

Organic Chemist

Review reaction steps, check chemical equations balancing, and verify molecular logic.

$45.00/hour
BIOLOGY

Genomics Researcher

Review descriptions of cellular pathways, check genomic data, and verify scientific logic.

$45.00/hour

What the work looks like

You don't need any background in machine learning. Just bring your subject knowledge and a critical eye.

01The Role

Review and correct responses

You won't be building models or coding neural networks. Instead, you'll look at answers written by an AI—like a math proof, a code snippet, or a legal summary—and point out mistakes in its reasoning.

Your explanations help the model learn. By fixing errors and writing correct examples, you teach the AI to think more logically next time.

ACTIVE TASKS
Available tasks across 11 fields
FINANCE
Evaluate a DCF terminal value assumption
EXPERT
LAW
Identify hallucinated case citations in a brief
ADVANCED
CHEMISTRY
Flag stereochemical errors in a retrosynthesis
EXPERT
MEDICINE
Assess diagnostic reasoning for atypical ECG
ADVANCED
ACCOUNTING
Review ASC 842 lease classification logic
EXPERT
PHYSICS
Verify a partition function derivation
EXPERT
NEW TASKS ADDED DAILY
HIRING
REVENUE RECOGNITION - ASC 606
Task #12
AI
The transaction price of $2.4M should be allocated using the residual approach since the software license and implementation services are distinct performance obligations. Implementation services have an estimated SSP of $800K, leaving $1.6M for immediate recognition.
Wrong methodFlawed assumption
You
Residual approach is only permitted when SSP is highly variable (ASC 606-10-32-34). With observable SSPs, use the relative SSP method. Additionally, implementation services with significant customization aren't distinct — combine with license as a single POB and recognize over the service period.
Correction accepted - model updated
Review Quality
2 errors caught
Finance · Expert
02The Challenge

Work on what you know

We match you with tasks that fit your specific area of study or profession.

This makes the work engaging and ensures your feedback is accurate. Anyone can write text, but only a specialist can spot when a technical answer is slightly off.

How to get started

We value high-quality work and clear explanations. Here is how our onboarding works.

1

Apply

Take a short test in your field to show us your knowledge and reasoning.

2

Start tasks

Once approved, log in to browse and choose available projects.

3

Get paid

Earn hourly rates for your work, paid out weekly to your account.

Available Fields

We are onboarding specialists across a variety of subjects.

Software Development
Creative Writing
Mathematical Reasoning
Financial Analysis
Legal Research
Medical Knowledge
Data Science
Physics
Chemistry
Biology
Economics
Philosophy
History
Linguistics
Bilingual/Translation
Logical Reasoning

Why join us

Frequently Asked Questions

Work with us on your own terms.