Now onboarding experts across eight domains
Frontier AI is only as good as the experts who train it
Kamapathy connects vetted domain experts with leading AI labs. Evaluate model outputs, write expert demonstrations, and get paid for work that moves the field — on your schedule, from anywhere.
Open to experts in software engineering, medicine, law, finance, data science, cybersecurity, and mathematics — plus strong generalists.
How it works
From application to paid work in three steps
We keep the bar high on purpose — a smaller pool of verified experts means better work and better rates for everyone in it.
- 01
Apply & verify your expertise
Tell us about your background, credentials, and the domain you know best. Every application is reviewed by our team — no automated approvals.
- 02
Pass a domain assessment
Complete a focused assessment in your specialty. It keeps the expert pool sharp and calibrates the difficulty tier of the work you receive.
- 03
Work flexible paid tasks
Claim tasks that fit your schedule, submit your work, and get structured QA feedback. Approved work pays out every week.
Expertise
Domains we hire for
Rates vary with seniority, task complexity, and demand. Ranges below are typical for approved experts.
Software Engineering
Review generated code, debug failures, and rate solutions for correctness, security, and style.
Typical rate $40–90/hr
Medicine
Evaluate clinical reasoning, diagnoses, and patient-facing answers for safety and accuracy.
Typical rate $80–150/hr
Law
Assess legal reasoning, citations, and drafting across contracts, litigation, and compliance.
Typical rate $60–120/hr
Finance
Check model work on valuation, accounting, markets, and quantitative financial analysis.
Typical rate $50–110/hr
Data Science
Grade statistical reasoning, experiment design, and machine-learning methodology.
Typical rate $45–100/hr
Cybersecurity
Probe model behavior on security tasks, from secure coding reviews to threat analysis.
Typical rate $50–110/hr
Mathematics
Verify proofs, catch subtle logical errors, and rank solutions to hard problems.
Typical rate $40–100/hr
Generalist
Writing, reasoning, and everyday-knowledge tasks for strong generalists with sharp judgment.
Typical rate $20–45/hr
Why Kamapathy
Why experts choose Kamapathy
Serious work deserves serious terms. We built the platform we would want to work on ourselves.
Remote & flexible
Work from anywhere, whenever it suits you. No minimum hours and no fixed schedule — claim tasks when you have the time.
Weekly payouts
Every task shows its reward before you claim it, and approved work is paid out weekly. No opaque rate negotiations.
Meaningful frontier work
Your judgments directly shape how the next generation of AI models reasons in your field — not busywork, real signal.
Transparent QA
Every submission gets a structured review with a score and written feedback, so you always know where you stand.
Quality & security
A marketplace AI labs can trust
High-stakes evaluation data demands more than a crowd platform. Kamapathy is built around verification, accountability, and confidentiality at every step.
Vetted community
Every expert passes identity verification, a credential review, and a domain assessment before touching client work.
Audit-logged operations
Applications, task claims, submissions, and review decisions are recorded in a complete audit trail — provenance is never in question.
Confidential client work
Projects run under NDA, with access scoped to the experts assigned to them and nothing shared beyond the task at hand.
Put your expertise to work
Apply in minutes. If your background fits, you could be working paid frontier-AI tasks within days of passing your assessment.