Physician (MD/DO) - Medical AI Evaluation

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. This is a task-based, independent contractor opportunity, not an employment relationship. Participation is limited to this project.

Project Highlights

Remote: open to US-licensed physicians based in eligible US states

All contributors are license-verified physicians

$50 one-time onboarding reward, paid once your first task on the project is approved

What this project involves

We're looking for physicians (MD/DO) with an active, unrestricted US medical license to evaluate clinical EHR vignettes for a medical AI evaluation project. General and internal medicine are the main focus. Each task is a written clinical case, assessed against the project's acceptance criteria. 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;

Each case receives three independent blind reads, followed by physician adjudication. You're improving the AI tools you'll eventually use yourself.

This project is a good fit for US-licensed physicians looking for a flexible, time-limited project they can fit around their other commitments. Medical degree (MD or DO) and an active, unrestricted US medical license (verified at onboarding and re-checked monthly);

Board certification or completed residency training, with direct patient care experience (attending-level preferred). Practising or retired physicians welcome;

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;

Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA (a plus);

Strong written English (C1+).

This project is not suitable for medical students, unlicensed medical graduates, non-physician clinicians (NPs, PAs, nurses, pharmacists), or non-clinical healthcare titles.

Apply → Pass qualification(s) → Join the project → Complete tasks → Get paid for approved tasks

Task availability varies with project phases. Tasks are submitted through the platform and are approved when they meet the project’s acceptance criteria.

50 one-time onboarding reward, paid once your first task on the project is approved.

Quality incentives: additional earnings for high-quality approved tasks, on terms set out in the project guidelines.