Physician Reviewer, 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 • United KingdomMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning skills, including differential diagnosis and evidence-based guidelines, while evaluating clinical EHR vignettes across multiple medical systems. Holds an active, unrestricted US medical license and possesses strong written English proficiency.

Highest-signal resume keywords

MD Or DO Medical DegreeActive US Medical LicenseBoard CertificationClinical ReasoningMedical AI Evaluation Experience

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisEvidence-Based GuidelinesMulti-System Diagnostic ExperienceVignette EvaluationAnswer Correctness AssessmentRationale WritingPatient CareProject Workflow ManagementGrading Criteria Assessment

Soft Skills

Strong Written English

Certifications & Qualifications

Board Certification

Industry Keywords

Clinical EHRInternal MedicineFamily MedicineEmergency MedicineHospital MedicineMedical AnnotationQuality AssurancePhysician AdjudicationDirect Patient CareResidency Training

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 cases 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 qualification, project, and task workflows within project timelines and acceptance criteria

Requirements

What you’ll need

Actively practicing physician with an MD or DO medical degree
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
Living outside the United States
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 evidence-based guidelines
Strong written English (C1+)
CV submitted in English
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
Incentives: additional earnings for high-quality approved tasks
Flexible contribution schedule around clinical practice
Contribute anytime, from anywhere
No patient contact and no malpractice exposure
Project-based participation