US-licensed physicians evaluating clinical EHR vignettes and reasoning quality for Mindrift’s medical AI projects. Flexible, project-based work fitting around clinical practice.
Responsibilities
Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor trap answers
Assess diagnosis and treatment tasks across cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems
Score vignette accuracy and completeness, whether vignettes reveal answers, answer correctness and gradeability, and trap quality
Verify that reasoning chains reach answers from vignette facts alone
Correct reasoning traces and write short rationales
Participate in three independent blind reads followed by physician adjudication
Complete project tasks within the project timeline and acceptance criteria
Test, evaluate, and improve AI systems for leading technology companies
Requirements
Actively practicing physician with an MD or DO medical degree
Active, unrestricted US medical license, verified at onboarding and re-checked monthly
Living outside the United States
Board certification or completed residency training; attending-level experience preferred
Recent direct patient care experience
Broad, multi-system diagnostic and treatment experience in internal, family, emergency, or hospital medicine
Strong clinical reasoning, including differential diagnosis, next-step management, and evidence-based guidelines
Strong written English (C1+)
CV submitted in English
Must pass qualification(s)
Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
Benefits
Paid per approved task at about $100/hr equivalent, with one flat rate for every approved task
Flexible contribution schedule; choose when and how much to contribute
Contribute anytime, from anywhere
No patient contact and no malpractice exposure
$50 one-time onboarding reward, paid once the first production task is approved
QA and adjudication tasks paid at a higher rate
Incentives: additional earnings for high-quality approved tasks
Project-based, time-limited participation designed to fit around clinical practice
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US - licensed physicians evaluating clinical EHR vignettes for Mindrift’s medical AI projects. Flexible, project - based work improving diagnosis and treatment AI systems.
US - licensed physicians evaluating clinical EHR vignettes for Mindrift’s medical AI projects. Scoring clinical reasoning, answers, traps, and evidence - based treatment quality.
US - licensed physicians evaluating clinical EHR vignettes and reasoning quality for Mindrift’s medical AI projects. Flexible, project - based work alongside clinical practice.