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 11/7/2026contractRemote • 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 US Medical LicenseBoard Certification or Completed Residency TrainingDirect Patient Care ExperienceClinical Reasoning Skills

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisNext-Step ManagementEvidence-Based GuidelinesClinical Content ReviewMedical AnnotationQuality Assurance (QA)Vignette EvaluationAnswer Disclosure AssessmentReasoning Chain AnalysisRationale Writing

Soft Skills

Strong Written English

Industry Keywords

Medical AI EvaluationInternal 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 vignette accuracy and completeness, answer disclosure, 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 qualification, platform tasks, and approved submissions for a time-limited medical AI evaluation project

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 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
Must be a US-licensed physician based in an eligible US state
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Earnings per approved task at a fixed rate set in advance
Fully self-scheduled work with no minimum hours or set schedule
Remote work
No patient contact or malpractice exposure
$50 one-time onboarding reward paid after the first approved task
Quality incentives for high-quality approved tasks
Higher per-task rate for QA and adjudication tasks