Physician evaluating clinical EHR vignettes and reasoning quality for Mindrift’s medical AI programs. Reviewing diagnosis, treatment, and distractor answers in project-based remote work.
Responsibilities
Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor “trap” answers across diagnosis and treatment tasks
Assess vignettes covering cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
Score clinical reasoning quality, vignette accuracy and completeness, answer disclosure, answer correctness and gradeability, and trap quality
Verify whether reasoning chains reach answers from vignette facts alone
Correct reasoning traces and write short rationales
Work within three independent blind reads followed by physician adjudication
Submit tasks by deadlines and meet listed acceptance criteria
Requirements
US-based, actively practicing physician (MD/DO)
Medical degree (MD or DO)
Active, unrestricted US medical license, verified with the issuing medical board
Board certification or completed residency training
Recent direct patient care; attending-level preferred
Broad, multi-system diagnostic and treatment experience in internal, family, emergency, or hospital medicine
Strong clinical reasoning, including 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 is a plus
Strong written English (C1+)
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
CV must be submitted in English with English proficiency level indicated
Benefits
Paid per accepted task
Compensation up to the equivalent of $100/hr, depending on qualification tier and task efficiency
Part-time, project-based work
Flexible workload during active project phases (estimated 10–20 hours per week)
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US - licensed physicians evaluating clinical EHR vignettes and reasoning quality for Mindrift’s medical AI projects. Flexible, project - based work fitting around clinical practice.
Physician reviewing clinical EHR vignettes and reasoning to evaluate medical AI systems. Flexible, project - based work fitting around clinical practice.