Physician (MD/DO) - Medical AI Evaluation

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. 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. Real clinical complexity only. You’re improving the AI tools you’ll eventually use yourself.

Responsibilities

• 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;

Requirements

• Please submit your CV in English and indicate your level of English proficiency.
• US-based, actively practicing physicians (MD/DO) with 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.
• Strong written English (C1+).
• Not suitable for medical students, unlicensed medical graduates, non‑physician clinicians (NPs, PAs, nurses, pharmacists), or non‑clinical healthcare titles.

Skills

• Prior experience in medical AI evaluation, clinical content or exam‑question review, or medical annotation/QA (a plus).

Pay