Physician Reviewer, MD/DO – Medical AI Evaluation

Mindrift

. Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks .

Posted 10/30/2026part-timeRemote • United StatesMid-LevelSenior💰 $100 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in clinical reasoning and diagnostic evaluation, with a focus on scoring clinical EHR vignettes and ensuring accuracy in medical assessments. Holds a valid medical degree and active US medical license, with strong written communication skills in English.

Highest-signal resume keywords

Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingStrong Clinical ReasoningExperience in Medical AI Evaluation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisEvidence-Based Guidelines ApplicationVignette EvaluationAnswer Correctness Assessment

Soft Skills

Strong Written English

Certifications & Qualifications

Board Certification

Industry Keywords

Direct Patient CareInternal MedicineFamily MedicineEmergency MedicineHospital Medicine

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks
Score clinical reasoning quality, vignette accuracy and completeness, answer correctness and gradeability, and trap quality
Check 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
Complete project tasks within acceptance criteria and project timelines

Requirements

What you’ll need

Medical degree (MD or DO)
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
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

Benefits

Comp & perks

Tasks estimated at about 10–20 hrs/week while the project is active; you choose when and how much to contribute
Contribute anytime, from anywhere
No patient contact, no malpractice exposure: you review written clinical cases
$50 one-time onboarding reward, paid once your first production task is approved
Incentives: additional earnings for high-quality approved tasks
QA and adjudication tasks are paid at a higher rate