
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.
🔥 12 hours ago
Where this job comes from
Posted on Mindrift's careers page, not through a job board
First seen by Remote Rocketship 12 hours ago

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.
• 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 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 project tasks within the project timeline and listed acceptance criteria • Contribute approximately 10–20 hours per week during active project phases, with flexible scheduling
• Medical degree (MD or DO) • Active, unrestricted US medical license, verified at onboarding and re-checked monthly • Actively practicing physician • 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+) • Prior 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
• Paid per approved task at about $100/hr equivalent, with one flat base rate for every approved task • Flexible contribution schedule; choose when and how much to contribute • Work from anywhere • $50 one-time onboarding reward, paid once the first production task is approved • QA and adjudication tasks paid at a higher rate • Incentives for high-quality approved tasks • Project-based participation • No patient contact or malpractice exposure
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