Guide · specialists
Domain experts: lawyers, doctors and analysts paid to train AI
By Alex. First published 2026-09-01. Pay figures as of 2026-10-25, from live platform feeds.
If you already practise law, medicine, finance, a science or a technical trade, the highest listed 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 2026-10-25: Law & legal currently shows a median top rate of $125/hr (typical $100–$150/hr, highest $400/hr, from 48 distinct rates, on a page listing 99 live roles). Medicine & health currently shows a median top rate of $100/hr (typical $70–$128/hr, highest $450/hr, from 88 distinct rates, on a page listing 167 live roles). Finance currently shows a median top rate of $100/hr (typical $80–$140/hr, highest $350/hr, from 80 distinct rates, on a page listing 177 live roles). Science & math currently shows a median top rate of $77/hr (typical $55–$115/hr, highest $200/hr, from 74 distinct rates, on a page listing 223 live roles).
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 roles |
|---|---|---|---|---|
| Law & legal | $125/hr | $100–$150 | $400/hr | 99 |
| Medicine & health | $100/hr | $70–$128 | $450/hr | 167 |
| Finance | $100/hr | $80–$140 | $350/hr | 177 |
| Science & math | $77/hr | $55–$115 | $200/hr | 223 |
| Business & ops | $75/hr | $50–$100 | $350/hr | 99 |
| Marketing & sales | $70/hr | $50–$85 | $150/hr | 27 |
| Education | $60/hr | $50–$85 | $150/hr | 28 |
Law & legal roles →Medicine & health roles →Finance roles →Science & math roles →Business & ops roles →Marketing & sales roles →Education 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 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 shows a median top rate of $125/hr (typical $100–$150/hr, highest $400/hr, from 48 distinct rates, on a page listing 99 live roles). 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.