Licensed Physicians - Medical Content Reviewer (US Only - Remote, Freelance)

Braintrust; United States; Remote; USD 110,000 - 179,000; Full time

Job summary

Toloka AI B.V. is seeking US-based physicians (MD/DO) to evaluate clinical EHR vignettes for a medical AI evaluation program. You will assess diagnosis and treatment tasks across multiple systems, scoring reasoning quality and draft concise rationales.

Contributors work on a part-time, project-based basis with three blind reads followed by physician adjudication. A strong English proficiency is required and prior AI evaluation experience is a plus.

Qualifications

• MD or DO degree required and active US medical license.
• Board certification or completed residency training with recent direct patient care.
• Strong clinical reasoning and ability to apply evidence-based guidelines.

Responsibilities

• Evaluate clinical EHR vignettes for an AI evaluation program.
• Score clinical reasoning quality across vignette items and distractors.
• Write concise rationales and ensure traceability of the reasoning.
• Work through independent reads and physician adjudication.

Skills

Medical license

Board certification

Clinical reasoning

Written English

Education

MD or DO degree

Board certification or residency training

Job description

• Rate: $80 – $130/hr
• Hours: 20 hours / week
• Experience: 5 - 10 years
• Location: Alabama, USA + 43 more

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.

What this opportunity involves

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 the main focus. While each project involves unique tasks, contributors may:

• 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. Real clinical complexity only. You’re improving the AI tools you’ll eventually use yourself.

What we look for

This opportunity is a good fit for US-based physicians open to part-time, non-permanent projects. Ideally, contributors will have:

• 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;
• Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA (a plus);
• Strong written English (C1+).

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

Project time expectations

For this project, tasks are estimated to require around 10-20 hours per week during active phases, based on project requirements. This is an estimate, not a guaranteed workload, and applies only while the project is active. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted.

Please note, this role is open to candidates based in the following locations:

• US states:US states: Alabama, Arizona, Florida, Idaho, Iowa, Kentucky, Michigan, Minnesota, Mississippi, Missouri, Montana, New York, North Carolina, North Dakota, Oklahoma, Pennsylvania, Rhode Island, South Carolina, South Dakota, Virginia, Wisconsin, Wyoming

Note: Candidates may hold a license from any U.S. state but must be based in an eligible state.

Company: Toloka AI B.V.