Physician (MD/DO) - Medical AI Evaluation

Mindrift•New York, NY

3d•Remote

About The Position

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. This specific opportunity is project-based and seeks US-based, actively practicing physicians (MD/DO) to evaluate clinical EHR vignettes for a medical AI evaluation program. General and internal medicine are the main focus. Physicians will be improving AI tools they may use in the future.

Requirements

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.
US-based physicians.
Strong written English (C1+).
CV in English and indication of English proficiency level.

Nice To Haves

Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA.

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.