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

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning skills, including differential diagnosis and next-step management, with a strong foundation in multi-system diagnostic and treatment experience. Holds an active, unrestricted US medical license and possesses a medical degree (MD or DO) with board certification or completed residency training.

Highest-signal resume keywords

Active US Medical LicenseMedical Degree (MD or DO)Board CertificationClinical ReasoningRecent Direct Patient Care

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisEvidence-Based GuidelinesClinical Reasoning Quality AssessmentVignette Accuracy EvaluationAnswer Disclosure Verification

Soft Skills

Strong Written English

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
Review cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
Score clinical reasoning quality, vignette accuracy and completeness, answer disclosure, answer correctness and gradeability, and trap quality
Verify 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 tasks during active project phases, meet deadlines, and satisfy acceptance criteria

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
Strong written English (C1+)
CV must be submitted in English and English proficiency level indicated
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Project-based opportunity with part-time, non-permanent projects
Paid per accepted task
Effective rate up to the equivalent of $130/hr, depending on qualification tier and task efficiency