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Mindrift

Physician Reviewer, Medical AI Evaluation

Mindrift

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

Posted 11/3/2026part-timeRemote • Texas • United StatesMid-LevelSenior💰 $100 per hourWebsite

Core Competencies

Role fit
Core Competencies

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Demonstrates extensive clinical reasoning skills and multi-system diagnostic experience, with a focus on evaluating clinical EHR vignettes and ensuring accuracy in medical assessments. Holds an active medical license and board certification, with strong written communication abilities in English.

Highest-signal resume keywords
Actively Practicing PhysicianMD Or DOActive Unrestricted US Medical LicenseBoard CertificationStrong Clinical Reasoning

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
Clinical ReasoningDifferential DiagnosisNext-Step ManagementEvidence-Based GuidelinesMedical AnnotationQA Experience
Soft Skills
Strong Written English
Certifications & Qualifications
Board CertificationCompleted Residency Training
Industry Keywords
CardiovascularNervous SystemHematologicRespiratoryDigestiveUrinaryReproductiveMusculoskeletalIntegumentary SystemsDirect Patient Care

About the role

Key responsibilities & impact
  • Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks
  • Assess cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
  • 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
  • Participate in three independent blind reads followed by physician adjudication
  • Complete project tasks within the project timeline and meet acceptance criteria

Requirements

What you’ll need
  • Actively practicing physician with an 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 evidence-based guidelines
  • Prior medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience 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
  • Flexible, project-based work fitting around clinical practice
  • Tasks estimated at about 10–20 hrs/week while the project is active; choose when and how much to contribute
  • Contribute anytime, from anywhere
  • No patient contact and no malpractice exposure
  • $50 one-time onboarding reward, paid once the first production task is approved
  • Incentives: additional earnings for high-quality approved tasks
  • QA and adjudication tasks paid at a higher rate