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Mindrift
Mindrift
501 – 1,000 Employees
Artificial IntelligenceMarketplaceSaaS
Mindrift is an artificial intelligence talent marketplace and SaaS platform that connects professional contributors and domain experts with AI training and evaluation projects from technology companies. As part of Toloka, it works with writers, editors, QA specialists, scientists, and other subject-matter experts who help generate training data, assess model safety and reasoning, evaluate media quality, and create real-world scenarios for improving AI performance and reliability. Mindrift recruits and vets contributors through assessments and identity verification, then offers flexible paid project opportunities across AI training and evaluation work.
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Remote US Physician for Medical AI Evaluation

US-based physicians review clinical vignettes and assess the accuracy of medical AI reasoning for Mindrift projects. The work covers diagnosis and treatment benchmarks across multiple medical systems.

USUnited StatesRemotePart-timeMiddleSeniorEnglish RequiredArtificial Intelligence

Description

  • Assess clinical EHR vignettes, questions, proposed answers, and distractors across diagnosis and treatment tasks.
  • Review cases across cardiovascular, neurological, blood, respiratory, digestive, urinary, reproductive, musculoskeletal, and skin systems.
  • Rate clinical reasoning, vignette accuracy and completeness, answer disclosure and correctness, gradeability, and distractor quality.
  • Check that each reasoning chain reaches its answer using only facts from the vignette.
  • Revise reasoning traces and provide brief rationales.
  • Take part in three independent blind reviews followed by physician adjudication.
  • Work during active project phases, meet deadlines, and meet acceptance criteria.

Requirements

  • Be a US-based, actively practicing MD or DO.
  • Hold a medical degree (MD or DO).
  • Have an active, unrestricted US medical license verified with the issuing medical board.
  • Be board-certified or have completed residency training.
  • Have recent direct patient-care experience; attending-level experience is preferred.
  • Bring broad, multi-system diagnostic and treatment experience in internal, family, emergency, or hospital medicine.
  • Demonstrate strong clinical reasoning in differential diagnosis, next-step management, and applying evidence-based guidelines.
  • Have strong written English proficiency (C1 or higher).
  • Submit a CV in English and state your English proficiency level.
  • This role is not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare professionals.

Benefits

  • Project-based work on part-time, non-permanent assignments.
  • Payment is per accepted task.
  • Effective rate can reach the equivalent of $130 per hour, depending on qualification tier and task efficiency.

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