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 • Louisiana • United StatesMid-LevelSenior💰 $100 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning skills, including differential diagnosis and evidence-based guidelines, while evaluating clinical EHR vignettes and ensuring accuracy and completeness in medical assessments. Holds an active medical license and possesses broad diagnostic experience across multiple systems.

Highest-signal resume keywords

Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingStrong Clinical ReasoningRecent Direct Patient Care Experience

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisEvidence-Based GuidelinesVignette EvaluationAnswer Correctness AssessmentMedical AnnotationQuality AssuranceScoring Clinical Reasoning QualityWriting RationalesMulti-System Diagnostic Experience

Soft Skills

Strong Written English

Industry Keywords

Cardiovascular SystemNervous SystemHematologic SystemRespiratory SystemDigestive SystemUrinary SystemReproductive SystemMusculoskeletal SystemIntegumentary SystemMedical AI Evaluation

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks
Review 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 approved project tasks within the project timeline and acceptance criteria

Requirements

What you’ll need

Medical degree (MD or DO)
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
Actively practicing physician with recent direct patient care
Board certification or completed residency training; 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
Strong written English (C1+)
Prior medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Paid per approved task at about $100/hr equivalent, with a flat rate for every approved task
Flexible contribution schedule; choose when and how much to contribute
Contribute anytime, from anywhere
No patient contact and no malpractice exposure
$50 one-time onboarding reward after the first production task is approved
QA and adjudication tasks paid at a higher rate
Incentives for high-quality approved tasks
Project-based participation fitting around clinical practice