Physician, Medical AI Evaluation

Mindrift

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

Posted 11/7/2026part-timeRemote • Maryland • 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 possesses direct patient care experience, ensuring high-quality evaluation of clinical EHR content.

Highest-signal resume keywords

Medical Degree (MD or DO)Active, Unrestricted US Medical LicenseBoard Certification or Completed Residency TrainingStrong Clinical ReasoningDirect Patient Care Experience

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisEvidence-Based GuidelinesMulti-System Diagnostic ExperienceTreatment Experience

Soft Skills

Strong Written English (C1+)

Certifications & Qualifications

Board CertificationCompleted Residency Training

Industry Keywords

Clinical EHR EvaluationMedical AI EvaluationClinical Content ReviewExam-Question ReviewMedical AnnotationQuality Assurance

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
Complete qualification(s), join the project, submit tasks through the platform, and receive payment for approved tasks

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
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
No time tracking and no hour logging
QA and adjudication tasks have a higher per-task rate