
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.
đ„ 1 hour ago
Where this job comes from
Posted on Mindrift's careers page â, not through a job board
First seen by Remote Rocketship 1 hour 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 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 followed by physician adjudication âą Complete flexible, task-based contributions through the platform âą Complete approved tasks for a time-limited medical AI evaluation project
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 application of evidence-based guidelines âą Strong written English (C1+) âą Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus âą Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
âą Fixed rate for each approved task, set in advance âą Fully self-scheduled work with no minimum hours or set schedule âą $50 one-time onboarding reward, paid once the first task on the project is approved âą Quality incentives: additional earnings for high-quality approved tasks âą No time tracking or hour logging âą Higher per-task rate for QA and adjudication tasks
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