Physician 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 10/30/2026part-timeRemote • Colorado • United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning and diagnostic skills across multiple systems, with a focus on evidence-based guidelines and patient care. Holds an active medical license and possesses board certification or completed residency training, ensuring a high standard of medical evaluation and 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 (C1+)Attention to Detail

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHRPatient CareMulti-System Diagnostic ExperiencePhysician AdjudicationClinical VignettesTrap Quality

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 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
Work through three independent blind reads followed by physician adjudication
Complete project tasks within the project timeline and listed acceptance criteria
Contribute approximately 10–20 hours per week during active project phases, with scheduling determined by the contributor

Requirements

What you’ll need

Medical degree (MD or DO)
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
Actively practicing physician
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; one flat rate for every approved task
$50 one-time onboarding reward, paid once your first production task is approved
Additional earnings incentives for high-quality approved tasks
Flexible contribution schedule; choose when and how much to contribute
Remote work from anywhere
No patient contact
No malpractice exposure
Project-based participation
QA and adjudication tasks paid at a higher rate