
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 â, 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 Assess cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems âą Score clinical reasoning quality, vignette accuracy and completeness, answer correctness and gradeability, and trap quality âą Check whether reasoning chains reach answers from vignette facts alone âą Correct reasoning traces and write short rationales âą Participate in three independent blind reads and physician adjudication âą Complete qualification tasks and submit project tasks through the platform âą Improve medical AI tools through written clinical case evaluation
âą Medical degree (MD or DO) âą Active, unrestricted US medical license, verified at onboarding and re-checked monthly âą Board certification or completed residency training âą Direct patient care experience; 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 Earnings per approved task at a fixed rate set in advance âą Fully self-scheduled with no minimum hours or set schedule âą $50 one-time onboarding reward, paid once the first task is approved âą Quality incentives for high-quality approved tasks âą Remote work âą No patient contact and no malpractice exposure âą Flexible participation around other commitments
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