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 extensive clinical reasoning skills, including differential diagnosis and evidence-based management, alongside a strong background in multi-system diagnostic and treatment practices. Holds an active medical license and board certification, with recent experience in direct patient care.

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 GuidelinesMulti-System Diagnostic ExperienceTreatment ExperienceVignette EvaluationAnswer Correctness AssessmentRationale WritingQuality AssurancePatient Care

Soft Skills

Strong Written English

Industry Keywords

Clinical EHRMedical AnnotationExam-Question ReviewPhysician AdjudicationInternal 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 qualification(s), join a project, complete tasks, and submit work within project timelines 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
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
$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
Project-based participation
Flexible, time-limited project designed to fit around clinical practice