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 • New York • United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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

Demonstrates extensive clinical reasoning skills, including differential diagnosis and evidence-based management, alongside a strong background in multi-system diagnostic and treatment practices. Holds an active US medical license and board certification, with recent direct patient care experience.

Highest-signal resume keywords

Active US Medical LicenseBoard CertificationClinical ReasoningDirect Patient Care ExperienceMedical AI Evaluation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisNext-Step ManagementEvidence-Based GuidelinesClinical Content ReviewExam-Question ReviewMedical AnnotationQuality Assurance

Soft Skills

Strong Written English

Certifications & Qualifications

Medical Degree (MD or DO)

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHR Vignettes

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 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
Submit tasks by deadlines and meet 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 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 application of evidence-based guidelines
Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
Strong written English (C1+)
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
CV must be submitted in English and English proficiency level indicated

Benefits

Comp & perks

Project-based participation
Paid per accepted task
Compensation up to the equivalent of $130/hr, depending on qualification tier and task efficiency
Part-time, non-permanent project opportunities
Estimated workload of 10–20 hours per week during active project phases