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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 US-based, practicing physicians to contribute to health-focused AI training projects at scale. General medicine is our main focus, and specialists (cardiology, radiology, and other tracks) are also welcome. While each project involves unique tasks, contributors may:
Annotate and evaluate AI-generated health content: review responses to clinical questions, assess medical accuracy and safety, and label outputs against clear quality criteria;
Create complex, realistic tasks that push frontier AI agents to their limits. Think scattered patient data, conditional clinical procedures, and genuine diagnostic reasoning required;
Build a detailed version with objective scoring, then write an ambiguous version intended to train the agent to succeed with less hand-holding. Real clinical complexity only. You're improving the AI tools you'll eventually use yourself.
We're also expanding into adjacent clinical roles: nurses, psychologists, dietitians, and similar licensed professionals.
If you're a practicing clinician ready to take on this challenging and engaging project, join us!
What we look for
This opportunity is a good fit for US-based medical professionals open to part-time, non-permanent projects. Ideally, contributors will have:
Degree in Medicine, or a degree in a related field (nursing, psychology, dietetics, etc.) with clinical training that includes diagnosing and managing medical conditions;
A current, valid US license to practice (medical license for physicians; the relevant state license for adjacent roles, such as RN, licensed psychologist, or RDN);
Active clinical practice, with 3+ years of hands-on clinical experience (board certification is a plus);
Strong written English (C1+);
We welcome more experienced individuals, including specialists and senior practitioners.
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.
Compensation
Paid per accepted task. Your rate depends on the qualification tier you reach and how efficiently you complete tasks — up to the equivalent of $240/hr. Because payment is per approved task, a faster pace raises your effective hourly rate.
Mindrift, powered by Toloka, is a platform that connects domain specialists and experts with AI project opportunities from major tech innovators. The company focuses on post-training and evaluation of frontier AI models by creating domain-specific reinforcement learning environments, tasks, and evaluation frameworks. Mindrift enables experts across fields—including mobile development, management consulting, physics research, and other domains—to shape how next-generation generative models learn and perform by converting real-world expertise into structured learning environments. The platform operates on a project-based model, allowing contributors to work on diverse AI initiatives including mobile app development, consulting domain training, physics problem design, and other specialized tasks for leading technology companies.
