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 • IndiaMid-LevelSenior💰 $35 per hourWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning skills, including differential diagnosis and evidence-based management, alongside a strong background in multi-system diagnostic and treatment experience. Holds an active, unrestricted US medical license and possesses a medical degree with board certification or completed residency training.

Highest-signal resume keywords

Active, Unrestricted US Medical LicenseMedical Degree (MD or DO)Board Certification or Completed Residency TrainingStrong Clinical ReasoningRecent Direct Patient Care

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisNext-Step ManagementEvidence-Based Guidelines ApplicationClinical Content ReviewMedical AnnotationQuality Assurance (QA)Clinical EHR EvaluationVignette Accuracy AssessmentAnswer Correctness ScoringReasoning Chain Evaluation

Soft Skills

Strong Written English

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical ReasoningPatient CareMedical AI EvaluationClinical VignettesDiagnosis and Treatment TasksPhysician Adjudication

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 benchmark-item 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
Complete project-based tasks within acceptance criteria and timelines

Requirements

What you’ll need

Actively practicing physician living outside the US
Medical degree (MD or DO)
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
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 experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
Strong written English (C1+)
Must submit a CV in English and indicate English proficiency
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Tasks estimated at about 10–20 hrs/week while the project is active; choose when and how much to contribute
Contribute anytime, from anywhere
No patient contact and no malpractice exposure
$50 one-time onboarding reward, paid once the first production task is approved
Incentives: additional earnings for high-quality approved tasks
QA and adjudication tasks are paid at a higher rate