Physician Reviewer, MD/DO – Medical AI Evaluation

Mindrift

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

Posted 10/30/2026part-timeRemote • Colorado • United StatesMid-LevelSenior💰 $100 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in clinical evaluation and reasoning, with a focus on scoring and improving medical AI tools. Holds a medical degree and active US medical license, 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 ReasoningRecent Direct Patient Care Experience

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical EvaluationDifferential DiagnosisEvidence-Based GuidelinesVignette ScoringAnswer Disclosure EvaluationReasoning Chain VerificationRationale WritingMulti-System Diagnostic ExperienceTreatment ExperienceMedical Annotation

Soft Skills

Strong Written English

Tools & Technologies

Medical AI Tools

Certifications & Qualifications

Board CertificationCompleted Residency Training

Industry Keywords

Clinical EHR VignettesPatient CareInternal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical Content ReviewExam-Question ReviewMedical QA Experience

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes 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
Verify that 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 tasks within timelines and listed acceptance criteria
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
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
Remote 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
Incentives for high-quality approved tasks