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 • Georgia • United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in clinical reasoning and evaluation of medical cases, with a strong foundation in differential diagnosis and evidence-based guidelines. Holds an active US medical license and possesses extensive experience in direct patient care across various medical disciplines.

Highest-signal resume keywords

Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingStrong Clinical ReasoningPrior Experience in Medical AI Evaluation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisNext-Step ManagementEvidence-Based GuidelinesClinical Case EvaluationVignette Accuracy AssessmentAnswer Correctness EvaluationTrap Quality AssessmentWritten RationalesMedical Annotation

Soft Skills

Strong Written English (C1+)

Industry Keywords

Direct Patient Care ExperienceInternal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical Content ReviewExam-Question ReviewMedical QA

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 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
Participate in three independent blind reads followed by physician adjudication
Complete qualification(s), join the project, complete tasks, and submit them through the platform
Improve medical AI tools through written clinical case 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 experience 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+)
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

Fixed rate for each approved task, set in advance
Fully self-scheduled work with no minimum hours or set schedule
Remote work
No patient contact and no malpractice exposure
$50 one-time onboarding reward, paid once the first task on the project is approved
Quality incentives: additional earnings for high-quality approved tasks
Flexible participation around other commitments
Higher per-task rates for QA and adjudication tasks