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

Core Competencies

Role fit

Core Competencies

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

Demonstrates expertise in clinical reasoning and evaluation of medical AI tools, with a strong foundation in multi-system diagnostic and treatment practices. Possesses a medical degree and active US medical license, ensuring compliance with clinical standards and guidelines.

Highest-signal resume keywords

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

ATS Keywords

Tailor your resume

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills

Clinical ReasoningDifferential DiagnosisNext-Step ManagementEvidence-Based Guidelines ApplicationVignette EvaluationAnswer Correctness AssessmentClinical Content ReviewMedical AnnotationQuality AssuranceProject Task Completion

Soft Skills

Strong Written English (C1+)Attention to DetailEffective Communication

Certifications & Qualifications

Board CertificationCompleted Residency Training

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EvaluationPatient CareBenchmark-Item ScoringVignette AccuracyPhysician AdjudicationAcceptance Criteria

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 benchmark-item 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 project tasks within the project timeline
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; 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 medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus
Strong written English (C1+)
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
Must pass qualification(s)
Tasks must meet listed acceptance criteria to be approved

Benefits

Comp & perks

Paid per approved task, about $100/hr equivalent
Flexible contribution schedule; choose when and how much to contribute
Estimated 10–20 hours/week while the project is active
Contribute anytime, from anywhere
No patient contact
No malpractice exposure
$50 one-time onboarding reward, paid once your first production task is approved
Incentives: additional earnings for high-quality approved tasks
Project-based participation