Physician, Medical AI Evaluation

Mindrift

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

Posted 10/10/2026part-timeRemote • United StatesMid-LevelSeniorWebsite

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 US medical license and possesses strong written communication skills in English.

Highest-signal resume keywords

Active US Medical LicenseClinical ReasoningMulti-System Diagnostic ExperienceBoard CertificationRecent Direct Patient Care

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisEvidence-Based Guidelines ApplicationClinical Content ReviewMedical AnnotationQuality Assurance

Soft Skills

Strong Written Communication

Certifications & Qualifications

Medical Degree (MD or DO)Board Certification

Industry Keywords

Clinical EHRVignette EvaluationPatient CareInternal MedicineFamily MedicineEmergency MedicineHospital Medicine

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks
Assess vignettes 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 reaches the answer from vignette facts alone
Correct reasoning traces and write short rationales
Work within three independent blind reads followed by physician adjudication
Complete approximately 10–20 hours per week during active project phases

Requirements

What you’ll need

US-based, actively practicing physician (MD/DO)
Medical degree (MD or DO)
Active, unrestricted US medical license, verified with the issuing medical board
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
Tasks must be submitted by deadlines and meet listed acceptance criteria

Benefits

Comp & perks

Paid per accepted task
Compensation up to the equivalent of $130/hr, depending on qualification tier and task efficiency
Part-time, non-permanent, project-based work