About The Position

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based. We’re looking for US-based, actively practicing physicians (MD/DO) to evaluate clinical EHR vignettes for a medical AI evaluation program. General and internal medicine are our main focus. This is a part-time, non-permanent project. Tasks are estimated to require around 10-20 hours per week during active phases, based on project requirements. Payment is per accepted task, with rates depending on qualification tier and efficiency, up to the equivalent of $80/hr.

Requirements

  • US-based, actively practicing physicians (MD/DO).
  • Medical degree (MD or DO) and an active, unrestricted US medical license (verified with the issuing medical board).
  • Board certification or completed residency training, with recent direct patient care (attending-level preferred).
  • Broad, multi-system diagnostic and treatment experience (internal, family, emergency, or hospital medicine).
  • Strong clinical reasoning: differential diagnosis, next-step management, and application of evidence-based guidelines.
  • Strong written English (C1+).
  • Open to part-time, non-permanent projects.

Nice To Haves

  • Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA.

Responsibilities

  • Evaluate clinical EHR vignettes paired with a question, a proposed answer, and a distractor “trap” answer across diagnosis and treatment tasks, spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems.
  • Score the clinical reasoning quality of benchmark items: vignette accuracy and completeness, whether the vignette gives the answer away, answer correctness and gradeability, and trap quality.
  • Check whether the reasoning chain reaches the answer from vignette facts alone, correct reasoning traces, and write short rationales.
  • Work within three independent blind reads, followed by physician adjudication.

Benefits

  • Paid per accepted task
  • Up to the equivalent of $80/hr
© 2026 Teal Labs, Inc
Privacy PolicyTerms of Service