Physician MD/DO – Medical AI Evaluation

Mindrift

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

Posted 10/10/2026part-timeRemote • Florida • United StatesMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates extensive clinical reasoning skills, including differential diagnosis and evidence-based management, while evaluating clinical EHR vignettes across multiple medical systems. Holds an active US medical license and possesses a strong background in direct patient care and medical evaluation.

Highest-signal resume keywords

Active US Medical LicenseMedical Degree (MD or DO)Board Certification or Completed Residency TrainingStrong Clinical ReasoningExperience in Medical AI Evaluation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Clinical ReasoningDifferential DiagnosisEvidence-Based GuidelinesVignette EvaluationAnswer Correctness AssessmentRationale WritingMulti-System Diagnostic ExperiencePatient CareQuality AssuranceClinical Content Review

Soft Skills

Strong Written English

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHRMedical AnnotationQAPhysician AdjudicationVignette AccuracyTrap Quality

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 vignettes spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
Score clinical reasoning quality, vignette accuracy and completeness, answer correctness and gradeability, whether the answer is revealed, and trap quality
Verify whether reasoning reaches the answer from vignette facts alone
Correct reasoning traces and write short rationales
Participate in three independent blind reads followed by physician adjudication

Requirements

What you’ll need

US-based, actively practicing physician
Medical degree (MD or DO)
Active, unrestricted US medical license, verified with the issuing medical board
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+)
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
Tasks must be submitted by deadlines and meet listed acceptance criteria

Benefits

Comp & perks

Project-based participation with part-time, non-permanent projects
Paid per accepted task
Effective rate up to the equivalent of $130/hr, depending on qualification tier and task efficiency