Physician, Medical AI Evaluation

Mindrift

. Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor “trap” answers across diagnosis and treatment tasks .

Posted 11/7/2026contractRemote • 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 guideline application, alongside a strong background in multi-system diagnostic and treatment practices. Holds an active US medical license and possesses direct patient care experience, ideally at the attending level.

Highest-signal resume keywords

Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingDirect Patient Care ExperienceClinical Reasoning Skills

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)EHR EvaluationVignette ScoringRationale WritingBlind Reads

Soft Skills

Strong Written English (C1+)

Tools & Technologies

AI Evaluation Platform

Certifications & Qualifications

Board CertificationCompleted Residency Training

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical ReasoningPatient CareMedical EvaluationExam-Question ReviewMedical VignettesTrap Answers

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
Complete three independent blind reads per case, followed by physician adjudication
Submit tasks through the platform and complete approved project-based AI evaluation work

Requirements

What you’ll need

Medical degree (MD or DO)
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
Board certification or completed residency training
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
Strong written English (C1+)
Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
US-licensed physician based in an eligible US state
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

Benefits

Comp & perks

Earnings per approved task: a fixed rate for each task, set in advance
Fully self-scheduled: no minimum hours and no set schedule; you choose which tasks to take and when
Remote work
No patient contact and no malpractice exposure
$50 one-time onboarding reward, paid once your first task on the project is approved
Quality incentives: additional earnings for high-quality approved tasks, on terms set out in the project guidelines