The failure mode is not that medical AI does not know things. It is that it agrees with you.
Key takeaways
- Researchers tested six popular large language models against 300 physician-designed vignettes, each containing a single false medical detail. Without safety measures in place, the models.
- 68 live listings in this category publish a rate, at a median top-of-range of $120 an hour and a ceiling of $400.
- The work is remote contract work, asynchronous, with no set hours and no guaranteed volume.
- Applications screen on a short skills assessment rather than a resume or interview.
What was reported
The finding
Researchers tested six popular large language models against 300 physician-designed vignettes, each containing a single false medical detail. Without safety measures in place, the models hallucinated fabricated diseases, lab values and clinical signs in up to 83% of simulated cases, frequently expanding on the false information rather than challenging it. A separate meta-analysis of 83 studies put overall chatbot diagnostic accuracy at 52.1%, trailing expert specialist physicians by 15.8 percentage points.
Researchers gave six leading models 300 vignettes written by physicians, each containing exactly one false detail. Without safeguards, the models invented diseases, lab values and clinical signs in up to 83% of cases, and rather than flagging the error they built on it. A separate meta-analysis of 83 studies put diagnostic accuracy at 52.1%, nearly 16 points behind specialist physicians.
What the listings pay
That is a problem money can partly solve, and labs are spending it. Across 68 live medical listings that publish a rate, the median top-of-range is $120 an hour, reaching $400.
| # | Role | Advertised rate | Platform |
|---|---|---|---|
| 1 | Healthcare Attorney (BigLaw Firms) | $140 to $400 an hour | micro1 |
| 2 | Physician Talent Network | $110 to $250 an hour | Mercor |
| 3 | Disease-Area Clinician, Trial Endpoints & Prescribing | $150 to $230 an hour | Mercor |
| 4 | Pharma Commercial Forecasting Expert, Launch Curves | $130 to $210 an hour | Mercor |
| 5 | Therapeutic Area & Clinical Survey Expert | $200 to $200 an hour | Mercor |
| 6 | Clinician (Oncology / Hematology) | $160 to $200 an hour | micro1 |
| 7 | Military/Veteran Mental Health Experts | $100 to $200 an hour | micro1 |
| 8 | Multilingual Primary Care Physician (MD): Clinical Documentation & AI Evaluation | $170 to $190 an hour | Mercor |
| 9 | Medical Safety Expert | $140 to $190 an hour | Mercor |
| 10 | Clinical Law Professor / Clinic Director | $180 to $180 an hour | Mercor |
Source: 68 live listings on this board that publish a rate, read directly from each posting on 2026-09-06. Listings without a published rate are excluded rather than estimated.
How this compares across the board
A rate only means something next to the alternatives. This is every category we track with at least five listings publishing a rate, ranked by median top-of-range, so you can see where this work sits rather than taking a single number on trust.
| Category | Listings | Median low | Median top | Highest |
|---|---|---|---|---|
| Legal | 95 | $100 | $140 | $400 |
| Medical | 68 | $77 | $120 | $400 |
| Consulting | 45 | $80 | $120 | $280 |
| Finance | 94 | $80 | $110 | $280 |
| Engineering | 114 | $70 | $100 | $300 |
| Research/PhD | 132 | $70 | $90 | $280 |
| Writing | 36 | $40 | $80 | $280 |
| Bilingual | 78 | $44 | $52 | $120 |
| Annotation | 25 | $12 | $24 | $120 |
Same source and date as above. Categories are matched on listing title, so a role can appear in more than one.
What it means for you
The detail that matters most to working clinicians: there is no patient contact and no protected health information involved. You are reviewing model output using your clinical knowledge, which is why this fits around shifts instead of competing with them.
Who should apply
Two checks before you spend time on an application. Confirm the role accepts applicants from your country with the eligibility checker, since a meaningful share of listings carry location requirements. Then run the advertised rate through the take-home calculator, because this is contract work and the headline figure is before self-employment tax.
Applications complete on the hiring platform and usually take a few minutes, with a short skills assessment in place of an interview. Fill in every credential, language and professional background field on your profile. Those are what route you to the better paid listings, and most applicants leave them blank.
Frequently asked questions
Is there patient contact or PHI in this work?
Neither. You review model output using your clinical judgment. No patient contact and no protected health information, so no HIPAA exposure.
What do medical AI jobs pay?
Across 68 live medical listings with published rates, the median top-of-range is $120 an hour and the highest reaches $400.
Which clinicians qualify?
Physicians, nurses, nurse practitioners, pharmacists and allied health professionals all appear in current listings. An active licence and a clearly stated specialty match you to better paid projects.
Will it conflict with hospital employment?
It is contract work with no patient care component, so it usually sits outside moonlighting restrictions. Check your agreement, since some systems require disclosure of outside income.
How many hours are realistically available?
A handful per week, in bursts when projects are active. Clinicians treat it as supplemental rather than a replacement for clinical hours.
Sources
See every live role
The full board updates several times a week, with the advertised rate on each listing and closed roles removed.