Physician Reviewer, Medical AI Evaluation

Mindrift

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

Posted 11/3/2026part-timeRemote • Wisconsin • 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, while evaluating clinical EHR vignettes across multiple medical systems. Holds an active medical license and board certification, ensuring compliance with medical 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

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisClinical ReasoningEvidence-Based GuidelinesMulti-System Diagnostic ExperienceVignette EvaluationAnswer Correctness AssessmentClinical AnnotationQuality Assurance (QA)Short Rationale WritingTrap Quality Assessment

Soft Skills

Strong Written English (C1+)

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHRMedical AI EvaluationClinical Content ReviewExam-Question ReviewPatient CarePhysician Adjudication

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks
Review cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
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
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+)
Must be an actively practicing physician
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Flexible contribution schedule; choose when and how much to contribute
Remote work; contribute anytime, from anywhere
No patient contact
No malpractice exposure
$50 one-time onboarding reward, paid once the first production task is approved
Incentives: additional earnings for high-quality approved tasks
Project-based participation
Tasks estimated at about 10–20 hours/week during active phases
QA and adjudication tasks paid at a higher rate