Physician Reviewer, Medical AI Evaluation

Job not on LinkedIn

🔥 9 hours ago

🏈 Ohio – Remote

🏈 Ohio – 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 across diagnosis and treatment tasks • Review cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems • Score vignette accuracy and completeness, answer correctness and gradeability, whether the vignette gives away the answer, and trap quality • Assess 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 • Submit tasks by deadlines and meet listed acceptance criteria

🎯 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 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+) • Medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus • Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles

🏖️ Benefits

• Project-based participation • Part-time, non-permanent projects • Flexible project workload estimated at 10–20 hours per week during active phases

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