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

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in clinical reasoning and evaluation of medical AI systems, with a strong foundation in differential diagnosis and evidence-based guidelines. Holds an active medical license and board certification, ensuring compliance with clinical standards and practices.

Highest-signal resume keywords

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

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisNext-Step ManagementEvidence-Based GuidelinesVignette EvaluationAnswer Correctness AssessmentReasoning Trace CorrectionRationale WritingMulti-System Diagnostic ExperiencePatient Care

Soft Skills

Strong Written English

Industry Keywords

Clinical EHRMedical AIExam-Question ReviewMedical AnnotationQuality AssuranceInternal MedicineFamily MedicineEmergency MedicineHospital MedicineAttending-Level Experience

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
Participate in a project-based medical AI evaluation opportunity focused on testing, evaluating, and improving AI systems

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
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

Paid per approved task at about $100/hr equivalent, with one flat rate for every approved task
Flexible contribution schedule around clinical practice
Tasks estimated at about 10–20 hours/week while the project is active
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