Physician Reviewer, Medical AI Evaluation

Job not on LinkedIn

🔥 2 minutes ago

🇺🇸 United States – Remote

💵 $100 / hour

⏱ Part Time

🟡 Mid-level

🟠 Senior

🔍🏥 Medical Reviewer

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Mindrift

WebsiteLinkedInAll Job Openings

501 - 1000 employees

🤖 Artificial Intelligence

🏪 Marketplace

☁️ SaaS

Artificial Intelligence • Marketplace • SaaS

Mindrift is a platform that connects skilled professional contributors and domain experts with AI training and evaluation projects run by leading technology companies. Part of Toloka, Mindrift recruits and vets freelancers—writers, editors, QA specialists, scientists, and subject-matter experts—to generate data, test model safety and reasoning, evaluate media quality, and build real-world scenarios that improve AI performance and reliability. It operates as a talent marketplace and platform for on-demand AI training, onboarding contributors through assessments and identity verification and offering flexible, paid project work.

📋 Description

• Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers • Review diagnosis and treatment tasks across cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems • Score clinical reasoning quality, vignette accuracy and completeness, answer disclosure, 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 • Improve medical AI tools through clinical evaluation

🎯 Requirements

• US-based, actively practicing physician (MD/DO) • 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 • Strong written English (C1+) • CV submitted in English • English proficiency level indicated • 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 • Tasks must be submitted by deadlines and meet listed acceptance criteria

🏖️ Benefits

• Project-based participation • Part-time, non-permanent projects • Flexible workload during active project phases (estimated 10–20 hours per week) • Paid per accepted task • Effective rate up to the equivalent of $100/hr, depending on qualification tier and task efficiency

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