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Healthcare Mindrift

Physician Reviewer (MD/DO) - Medical AI Evaluation

Mindrift • United States

Education

Not stated

Type

Hourly

Pay

$100/hr equivalent

Mindrift pays per task and shows the pay as an hourly rate.

Listed

5d ago

Checked

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About this role

From the Mindrift listing

About the company Paid per approved task, about $100/hr equivalent. One flat rate for every approved task. Built to fit around a clinical practice: Tasks estimated at about 10–20 hrs/week while the project is active; you choose when and how much to contribute Contribute anytime, from anywhere No patient contact, no malpractice exposure: you review written clinical cases All reviewers are license-verified physicians $50 one-time onboarding reward, paid once your first production task is approved Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based. What this opportunity involves We’re looking for actively practicing 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. On this project, 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. If you’re a practicing physician ready to take on this challenging and engaging project, apply to take part! What we look for This opportunity is a good fit for US-licensed physicians looking for a flexible, time-limited project they can fit around clinical practice. Ideally, contributors will have: 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 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. How it works ​ Apply → Pass qualification(s) → Join a project → Complete tasks → Get paid Project time expectations You decide when and how much to contribute. For this project, tasks are estimated at around 10–20 hours per week during active phases. This is an estimate, not a minimum or a guaranteed workload, and applies only while the project is active. Tasks are submitted within the project timeline and need to meet the listed acceptance criteria to be approved. Earnings Earnings are per approved task, at a flat rate set to about $100/hr equivalent based on estimated task time. There are no tiers or speed adjustments to the base rate. QA and adjudication tasks are paid at a higher rate. $50 one-time onboarding reward, paid once your first production task is approved. Incentives: additional earnings for high-quality approved tasks. Terms are shared in the project guidelines.

Requirements

  • Must be eligible to work in United States
  • Fluent proficiency in English (Written & Verbal)
  • Reliable high-speed internet connection
  • Bachelor's degree or equivalent professional experience
  • Demonstrated expertise in Healthcare
  • Valid professional license or certification in the relevant clinical/health field (MD, DO, RN, RD, NBHWC, etc.)
  • Current knowledge of medical standards and practices

Why this role

This Physician Reviewer (MD/DO) - Medical AI Evaluation role pays $100/hr equivalent for Healthcare judgment from someone trained in the field.

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Common questions

What does a typical Mindrift task involve?

Read a scenario, write a short prompt for the AI (around 100 words), evaluate two AI responses to it, fact-check the outputs, then write a brief explanation (around 50 words) on which response is better against the project rubric. The focus is clarity, safety, and rule-following, not creative writing.

Who is Mindrift good for?

Freelance writers, editors and generalist AI tutors with strong English and good research skills. You don't need a tech degree. Mindrift is built by the data company Toloka, and it also opens better-paid projects in fields such as cybersecurity, medicine and law to verified experts.

Is AI training work the same as traditional consulting?

It's closer to teaching. You grade the AI's logic, correct its mistakes and write the expert reasoning it lacks, instead of producing work for a client.

Why do expert AI training roles pay well?

The model already knows the basics. It needs help with hard edge cases, the judgment calls a senior professional in the field gets right.

What does Healthcare work look like for a Physician Reviewer (MD/DO) - Medical AI Evaluation?

You check AI answers to Healthcare questions, correct their errors and write expert reasoning. As a Physician Reviewer (MD/DO) - Medical AI Evaluation, you're hired for that judgment, so hands-on Healthcare experience matters.

What specific skills does this listing call for?

English is named directly in the listing. If you don't have hands-on experience with this, expect the screening to test for it.

How much does this specific role pay?

This listing is posted at $100/hr equivalent, an hourly rate. Pay can change after we check the listing, so confirm the rate on the platform's application page.

Can I apply from outside the United States?

This role is open only to people based in the United States. The limit is usually about where the platform can legally hire, so applying from elsewhere rarely leads to an offer. Check the description for tax or right-to-work rules before you apply.