Physician, Medical AI Evaluation

Mindrift

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

Posted 11/6/2026part-timeRemote • Oregon • 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 foundation in multi-system diagnostic and treatment experience. Holds a valid medical degree and active US medical license, with a focus on evaluating clinical content and ensuring accuracy in medical assessments.

Highest-signal resume keywords

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

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisEvidence-Based GuidelinesVignette EvaluationClinical Content ReviewMedical AnnotationQuality Assurance

Soft Skills

Strong Written English (C1+)

Certifications & Qualifications

Board Certification

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHR

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, whether the vignette gives away the answer, 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 approved tasks through the platform

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; contributors choose which tasks to take and when
Remote work
No patient contact and no malpractice exposure
$50 one-time onboarding reward, paid once the first task on the project is approved
Quality incentives: additional earnings for high-quality approved tasks, on terms set out in the project guidelines
Task-based, time-limited independent contractor opportunity
No time tracking or hour logging
No tiers or speed adjustments to the rate
Higher per-task rate for QA and adjudication tasks