Mindrift
Mindrift
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.

Remote Physician (MD/DO) for Medical AI Evaluation

US physicians review electronic health record cases, clinical reasoning, and treatment responses to help improve Mindrift’s medical AI systems. Project-based clinical evaluation work.

Description

  • Review electronic health record cases, questions, proposed answers, and distractor answers across diagnosis and treatment tasks
  • Assess cases spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
  • Rate clinical reasoning, case accuracy and completeness, answer correctness and gradeability, and distractor quality
  • Verify that reasoning reaches its conclusions using only the facts provided in each case
  • Revise reasoning traces and provide concise rationales
  • Complete three independent blind reviews followed by physician adjudication
  • Contribute to project-based medical AI evaluation for leading technology companies

Requirements

  • Be a US-based, actively practicing physician
  • Hold an MD or DO degree
  • 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 diagnostic and treatment experience across multiple systems, such as 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)
  • Experience in medical AI evaluation, clinical content or exam-question review, or medical annotation or quality assurance is a plus
  • Not be a medical student, unlicensed medical graduate, non-physician clinician, or non-clinical healthcare professional
  • Submit a CV in English and indicate English proficiency level
  • Meet the stated task acceptance criteria and submit work by deadlines

Benefits

  • Receive payment for each accepted task
  • Earn compensation up to the equivalent of $35 per hour, depending on qualification tier and task efficiency
  • Work part time on a project basis
  • Choose a flexible workload during active project phases; estimated at 10–20 hours per week, not guaranteed

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