Physician Reviewer, Medical AI Evaluation

Mindrift

. Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers .

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

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates extensive clinical reasoning and diagnostic skills across multiple systems, with a focus on evidence-based guidelines and treatment management. Holds a valid medical degree and active US medical license, with experience in medical AI evaluation and clinical content review.

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

Differential DiagnosisNext-Step ManagementEvidence-Based GuidelinesClinical Content ReviewMedical AnnotationQuality Assurance (QA)Vignette EvaluationScoring AccuracyReasoning Trace CorrectionRationale Writing

Soft Skills

Strong Written English

Industry Keywords

Cardiovascular SystemNervous SystemHematologic SystemRespiratory SystemDigestive SystemUrinary SystemReproductive SystemMusculoskeletal SystemIntegumentary SystemPatient Care Experience

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers
Review diagnosis and treatment tasks across cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
Score vignette accuracy and completeness, answer correctness and gradeability, whether the vignette gives away the answer, 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-based tasks within acceptance criteria and project timelines

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
Recent 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
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 flat rate
Flexible contribution schedule; choose when and how much to contribute
Work from anywhere
No patient contact
No malpractice exposure
$50 one-time onboarding reward after the first production task is approved
Higher rate for QA and adjudication tasks
Additional incentives for high-quality approved tasks