Family & Internal Medicine MD/DO - Flexible Remote Case Review
Mindrift · Remote, USA · AI model evaluation
Family & Internal Medicine MD/DO - Flexible Remote Case Review is an open role at Mindrift, available remotely, with pay listed as ≈ $100/hr.
Applications open on Mindrift’s own site. How we make money.
At a glance
- Pay
- ≈ $100/hrEstimate, from Mindrift’s own wording
- Location
- Remote, United States
- Work type
- AI model evaluation
- Field
- Healthcare
- Listed
- Since Oct 29, last confirmed Oct 30
As listed by Mindrift: “About the company Paid per approved task, about $100/hr equivalent.”
How the pay compares
Higher than 54% of the 87 distinct hourly rates advertised for Healthcare roles right now. Hourly USD, top of each advertised range, one count per distinct rate. Same method as the Pay Index.
From Mindrift’s listing
“About the company Paid per approved task, about $100/hr equivalent. One flat rate for every approved task.”
Show the full 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 a
About Mindrift: part of Toloka. See the full profile →
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Frequently asked questions
How do I apply for the Family & Internal Medicine MD/DO - Flexible Remote Case Review role at Mindrift?
Applications go through Mindrift's own portal - HumanSourcer links to the listing and never collects applications or handles hiring. Mindrift's access model is "Open / self-serve" (Open roles / applications). This listing was first seen here on October 29, 2026 and was still live at the last check.
Is the Family & Internal Medicine MD/DO - Flexible Remote Case Review role at Mindrift remote?
Yes - Mindrift lists this role as remote.
What does the Family & Internal Medicine MD/DO - Flexible Remote Case Review role at Mindrift pay?
Mindrift indicates ≈ $100/hr for this role, but hedges the figure rather than committing to it. Treat it as an indication: HumanSourcer flags hedged pay instead of presenting it as a firm rate, and the listing's own wording is quoted in the Pay section above.
What kind of work is Family & Internal Medicine MD/DO - Flexible Remote Case Review?
AI model evaluation. AI training, reasoning, coding, multilingual evaluation
Is Mindrift a legitimate AI-training platform?
Toloka contributor work migrated to Mindrift - and that relationship is rated "Confirmed" here because it can be checked against mindrift.ai rather than taken on Mindrift's word. Confidence describes how well the ownership is evidenced. It is not a rating of how the platform treats the people who work for it, which no public source covers reliably.
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