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 and scoring clinical EHR vignettes across multiple medical systems. Holds an active US medical license and board certification, ensuring compliance with medical standards and practices.

Highest-signal resume keywords

MD Or DOActive Unrestricted US Medical LicenseBoard CertificationClinical ReasoningMulti-System Diagnostic Experience

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisEvidence-Based GuidelinesVignette EvaluationScoring AccuracyRationale WritingPatient CareDiagnosisTreatment ManagementGrading Criteria

Soft Skills

Strong Written English

Certifications & Qualifications

Board CertificationCompleted Residency Training

Industry Keywords

Cardiovascular SystemNervous SystemHematologic SystemRespiratory SystemDigestive SystemUrinary SystemReproductive SystemMusculoskeletal SystemIntegumentary SystemAttending-Level Experience

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 chains reach answers from vignette facts alone
Correct reasoning traces and write short rationales
Work within three independent blind reads followed by physician adjudication
Submit tasks by deadlines and meet listed acceptance criteria

Requirements

What you’ll need

US-based, actively practicing physician with an 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
Strong written English (C1+)
Open to part-time, non-permanent projects
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Paid per accepted task
Compensation up to the equivalent of $60/hr, depending on qualification tier and task efficiency
Part-time, project-based work
Flexible workload during active project phases (estimated 10–20 hours per week)