Physician (MD/DO) - Medical AI Evaluation
Mindrift • United States
Education
Not stated
Type
Hourly
Pay
$100/hr equivalent
Mindrift pays per task and shows the pay as an hourly rate.
Listed
5d ago
Checked
About this role
From the Mindrift listing
Please submit your CV in English and indicate your level of English proficiency. Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based. What this opportunity involves We’re looking for US-based, actively practicing physicians (MD/DO) to evaluate clinical EHR vignettes for a medical AI evaluation program. General and internal medicine are our main focus. While each project involves unique tasks, contributors may: Evaluate clinical EHR vignettes paired with a question, a proposed answer, and a distractor “trap” answer across diagnosis and treatment tasks, spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems; Score the clinical reasoning quality of benchmark items: vignette accuracy and completeness, whether the vignette gives the answer away, answer correctness and gradeability, and trap quality; Check whether the reasoning chain reaches the answer from vignette facts alone, correct reasoning traces, and write short rationales; Work within three independent blind reads, followed by physician adjudication. Real clinical complexity only. You’re improving the AI tools you’ll eventually use yourself. If you’re a practicing physician ready to take on this challenging and engaging project, join us! What we look for This opportunity is a good fit for US-based physicians open to part-time, non-permanent projects. Ideally, contributors will have: Medical degree (MD or DO) and an active, unrestricted US medical license (verified with the issuing medical board); Board certification or completed residency training, with recent direct patient care (attending-level preferred); Broad, multi-system diagnostic and treatment experience (internal, family, emergency, or hospital medicine); Strong clinical reasoning: differential diagnosis, next-step management, and application of evidence-based guidelines; Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA (a plus); Strong written English (C1+). This opportunity is not fit to medical students, unlicensed medical graduates, non-physician clinicians (NPs, PAs, nurses, pharmacists), or non-clinical healthcare titles. Project time expectations For this project, tasks are estimated to require around 10-20 hours per week during active phases, based on project requirements. This is an estimate, not a guaranteed workload, and applies only while the project is active. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted. Compensation Paid per accepted task. Your rate depends on the qualification tier you reach and how efficiently you complete tasks — up to the equivalent of $100/hr. Because payment is per approved task, a faster pace raises your effective hourly rate.
Requirements
- Must be eligible to work in United States
- Fluent proficiency in English (Written & Verbal)
- Reliable high-speed internet connection
- Bachelor's degree or equivalent professional experience
- Demonstrated expertise in Healthcare
- Valid professional license or certification in the relevant clinical/health field (MD, DO, RN, RD, NBHWC, etc.)
- Current knowledge of medical standards and practices
Why this role
At $100/hr equivalent, this Physician (MD/DO) - Medical AI Evaluation role asks you to check AI answers in Healthcare the way a colleague in your field would.
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Common questions
What does a typical Mindrift task involve?
Read a scenario, write a short prompt for the AI (around 100 words), evaluate two AI responses to it, fact-check the outputs, then write a brief explanation (around 50 words) on which response is better against the project rubric. The focus is clarity, safety, and rule-following, not creative writing.
Who is Mindrift good for?
Freelance writers, editors and generalist AI tutors with strong English and good research skills. You don't need a tech degree. Mindrift is built by the data company Toloka, and it also opens better-paid projects in fields such as cybersecurity, medicine and law to verified experts.
Is AI training work the same as traditional consulting?
It's closer to teaching. You grade the AI's logic, correct its mistakes and write the expert reasoning it lacks, instead of producing work for a client.
Why do expert AI training roles pay well?
The model already knows the basics. It needs help with hard edge cases, the judgment calls a senior professional in the field gets right.
What does Healthcare work look like for a Physician (MD/DO) - Medical AI Evaluation?
You check AI answers to Healthcare questions, correct their errors and write expert reasoning. As a Physician (MD/DO) - Medical AI Evaluation, you're hired for that judgment, so hands-on Healthcare experience matters.
What specific skills does this listing call for?
English is named directly in the listing. If you don't have hands-on experience with this, expect the screening to test for it.
How much does this specific role pay?
This listing is posted at $100/hr equivalent, an hourly rate. Pay can change after we check the listing, so confirm the rate on the platform's application page.
Can I apply from outside the United States?
This role is open only to people based in the United States. The limit is usually about where the platform can legally hire, so applying from elsewhere rarely leads to an offer. Check the description for tax or right-to-work rules before you apply.