Physician Reviewer, MD/DO – Medical AI Evaluation

Mindrift

. Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers .

Posted 11/3/2026part-timeRemote • Florida • United StatesMid-LevelSenior💰 $100 per hourWebsite

Core Competencies

Role fit

Core Competencies

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

Demonstrates extensive clinical reasoning and diagnostic skills across multiple systems, with a focus on evidence-based guidelines and patient care. Holds an active medical license and board certification, ensuring compliance with medical standards and practices.

Highest-signal resume keywords

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

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Differential DiagnosisNext-Step ManagementEvidence-Based GuidelinesMulti-System Diagnostic ExperienceClinical Content ReviewExam-Question ReviewMedical AnnotationQuality Assurance

Soft Skills

Strong Written English

Certifications & Qualifications

Board Certification

Industry Keywords

Clinical EHR VignettesPatient CareInternal MedicineFamily MedicineEmergency MedicineHospital Medicine

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers
Review diagnosis and treatment tasks across cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
Score vignette accuracy and completeness, answer disclosure, answer correctness and gradeability, and trap quality
Verify that 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 project timelines

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
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
Prior medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus
Strong written English (C1+)
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, with one flat rate for every approved task
Flexible contribution schedule; choose when and how much to contribute
Tasks estimated at about 10–20 hours/week while the project is active
Contribute anytime, from anywhere
No patient contact and no malpractice exposure
$50 one-time onboarding reward after the first production task is approved
QA and adjudication tasks paid at a higher rate
Additional incentives for high-quality approved tasks