
501 - 1000 employees
đ€ Artificial Intelligence
đȘ Marketplace
âïž SaaS
Artificial Intelligence âą Marketplace âą 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 freelancersâwriters, editors, QA specialists, scientists, and subject-matter expertsâto 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.
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Where this job comes from
Posted on Mindrift's careers page, not through a job board
First seen by Remote Rocketship 0 minutes ago

501 - 1000 employees
đ€ Artificial Intelligence
đȘ Marketplace
âïž SaaS
Artificial Intelligence âą Marketplace âą 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 freelancersâwriters, editors, QA specialists, scientists, and subject-matter expertsâto 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.
âą Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers across diagnosis and treatment tasks âą Score vignette accuracy and completeness, answer correctness and gradeability, whether the vignette reveals the answer, and trap quality âą Verify that reasoning chains reach answers from vignette facts alone âą Correct reasoning traces and write short rationales âą Work within three independent blind reads followed by physician adjudication âą Complete project tasks within the project timeline and listed acceptance criteria âą Improve medical AI evaluation tools for technology companies
âą Medical degree (MD or DO) âą Active, unrestricted US medical license, verified at onboarding and re-checked monthly âą Actively practicing physician âą Board certification or completed residency training âą Recent direct patient care; attending-level preferred âą Broad, multi-system diagnostic and treatment experience in internal, family, emergency, or hospital medicine âą Strong clinical reasoning, including differential diagnosis, next-step management, and evidence-based guidelines âą Strong written English (C1+) âą Prior medical AI evaluation, clinical content or exam-question review, or medical annotation/QA experience is a plus âą Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
âą Paid per approved task at a flat rate, about $35/hr equivalent based on estimated task time âą Flexible contribution schedule; choose when and how much to contribute âą Remote work from anywhere âą No patient contact âą No malpractice exposure âą $50 one-time onboarding reward after the first production task is approved âą QA and adjudication tasks paid at a higher rate âą Incentives for high-quality approved tasks âą Project-based participation built around clinical practice
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