Physician (MD/DO), Medical AI Evaluation
Mindrift
Bloomington, MNFresher1h agovia LinkedIn
About the Role
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. 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.
What We Look For
This opportunity is a good fit for US-based physicians open to part-time, non-permanent projects.
Requirements & Tech Stack
- Medical degree (MD or DO)
- 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
- Strong written English (C1+)
- US-based
- Actively practicing physicians
Qualifications (A Plus)
- Prior experience in medical AI evaluation
- Clinical content or exam-question review
- Medical annotation/QA
Project Time Expectations
- Tasks are estimated to require around 10-20 hours per week during active phases. This is an estimate, not a guaranteed workload.
Compensation
- Paid per accepted task.
- Rate depends on qualification tier and efficiency, up to the equivalent of $100/hr.