Physician Reviewer, MD/DO – Medical AI Evaluation

Mindrift

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

Posted 11/7/2026part-timeRemote • New York • United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning and diagnostic skills, with a focus on evidence-based guidelines and multi-system treatment experience. Holds an active US medical license and possesses strong written communication skills in English.

Highest-signal resume keywords

Medical Degree (MD Or DO)Active, Unrestricted US Medical LicenseBoard Certification Or Completed Residency TrainingDirect Patient Care ExperienceClinical Reasoning

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisNext-Step ManagementEvidence-Based GuidelinesClinical EvaluationMedical AnnotationExam-Question ReviewVignette ScoringRationale WritingReasoning Chain AnalysisBenchmark Item Scoring

Soft Skills

Strong Written English

Industry Keywords

Medical AI EvaluationClinical Content ReviewInternal MedicineFamily MedicineEmergency MedicineHospital MedicinePatient CarePhysician AdjudicationQualification TasksVignette Accuracy

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor answers across diagnosis and treatment tasks
Score benchmark items for vignette accuracy, completeness, answer disclosure, answer correctness, 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 and physician adjudication
Complete qualification tasks and submit project tasks through the platform
Improve medical AI tools through clinical evaluation

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
Direct patient care experience; 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
Strong written English (C1+)
US-licensed physician based in an eligible US state
Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

$50 one-time onboarding reward, paid once your first task on the project is approved
Quality incentives: additional earnings for high-quality approved tasks, on terms set out in the project guidelines
Fully self-scheduled: no minimum hours and no set schedule
Remote work
No patient contact and no malpractice exposure
Task-based independent contractor opportunity with fixed rates per approved task
Flexible, time-limited project participation