Guide · specialists
Domain experts: lawyers, doctors and analysts paid to train AI
By Alex. First published 2026-09-01. Pay figures as of 2026-09-09, from live platform feeds.
If you already practise law, medicine, finance, a science or a technical trade, the highest advertised rates on these platforms are aimed at you. The work is checking whether a model reasoned like someone in your field, writing a reference answer, or building a task a junior model can fail. It is not a career change and it is not a lecture series about AI.
As of 2026-09-09: Law & legal currently advertises a median top rate of $140/hr (typical $100–$160/hr, highest $400/hr, from 32 distinct rates across 120 listings). Medicine & health currently advertises a median top rate of $100/hr (typical $80–$155/hr, highest $300/hr, from 43 distinct rates across 116 listings). Finance currently advertises a median top rate of $110/hr (typical $95–$150/hr, highest $200/hr, from 40 distinct rates across 133 listings). Science & math currently advertises a median top rate of $90/hr (typical $77–$150/hr, highest $200/hr, from 27 distinct rates across 151 listings).
What they actually want
- A credential or a track record you can name: licence, degree, years, employer type.
- The ability to say why an answer is wrong, with a cite, not a vibe.
- Time for an AI interview that will ask you to think out loud about a case in your field.
- No leaking of client, patient or employer material into the task.
| Field | Median top rate | Typical | Highest | Open listings |
|---|---|---|---|---|
| Law & legal | $140/hr | $100–$160 | $400/hr | 120 |
| Medicine & health | $100/hr | $80–$155 | $300/hr | 116 |
| Finance | $110/hr | $95–$150 | $200/hr | 133 |
| Science & math | $90/hr | $77–$150 | $200/hr | 151 |
| Business & other experts | $70/hr | $50–$100 | $300/hr | 175 |
Law & legal roles →Medicine & health roles →Finance roles →Science & math roles →Other expert roles →
How this differs from the beginner track
You will still do an AI interview. You will still be rejected often. The difference is the work behind the gate: the platform is buying your professional judgment, and the advertised top rates move with that. A generalist applying to a "legal expert" listing to chase the number wastes an evening and a retake window.
Common questions
- Do lawyers really get paid to train AI?
- Yes. Law & legal currently advertises a median top rate of $140/hr (typical $100–$160/hr, highest $400/hr, from 32 distinct rates across 120 listings). The listing has to ask for legal judgment. A general rating role that happens to mention the word "contract" is not that.
- I have a degree but I do not practise. Should I apply?
- Apply when you can explain recent, concrete work in that field. A ten-year-old degree with no practise is a weaker case than a current analyst role, and the interview will show it.
- Can I do this without telling my firm?
- Read your partnership or employment agreement. Confidentiality is the real issue, not the existence of a side contract. Never use client documents as examples.