Physician, Medical AI Evaluation

Mindrift

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

Posted 10/30/2026part-timeRemote • Israel, Jordan, Lebanon, Egypt, TurkeyMid-LevelSenior💰 $35 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 organ systems, with a focus on evidence-based guidelines and treatment management. Holds an active medical license and board certification, ensuring compliance with medical standards and practices.

Highest-signal resume keywords

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

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills

Differential DiagnosisNext-Step ManagementEvidence-Based GuidelinesVignette EvaluationScoring AccuracyCorrect Reasoning TracesWriting Rationales

Soft Skills

Strong Written English

Industry Keywords

Internal MedicineFamily MedicineEmergency MedicineHospital MedicineClinical EHR VignettesPhysician Adjudication

About the role

Key responsibilities & impact

Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers
Assess diagnosis and treatment tasks across multiple organ systems
Score vignette accuracy, completeness, answer disclosure, answer correctness, 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 timelines and acceptance criteria

Requirements

What you’ll need

Medical degree (MD or DO)
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
Actively practicing physician living outside the US
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
Strong written English (C1+)
CV submitted in English and English proficiency level indicated
Must pass qualification(s)
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 $35/hr equivalent flat rate
Flexible contribution schedule and workload
Remote work from anywhere
No patient contact or malpractice exposure
$50 one-time onboarding reward after the first production task is approved
Higher rate for QA and adjudication tasks
Incentives for high-quality approved tasks