The Work
You will assess how AI systems handle clinical problems and clinical decision-making. The work combines active medical expertise with structured evaluation of AI outputs.
The role title names a Resident Medical Specialist (MD/DO), while the work description focuses on medical AI clinical reasoning evaluation; review the duties and qualifications before applying.
- Design structured evaluation frameworks for medical AI systems.
- Create clinical scenarios that test reasoning and decision-making.
- Build assessments that reflect the complexity of clinical practice.
- Identify gaps in medical knowledge and reasoning shown by AI systems.
- Work with AI researchers to improve model performance.
What It Pays And Takes
The listing does not provide a pay rate. This is a remote freelance engagement with flexible scheduling around clinical commitments, an initial one-month term, and possible extensions based on performance and fit.
- Pay: Not specified.
- Time: 20+ hours per week.
- Location: Remote and open worldwide.
- Engagement: Freelance contractor and part-time.
- Language: Fluent English.
- Experience level: Entry level.
- Requirement: Licensed physician in active clinical practice.
- Required knowledge: Clinical decision-making and evidence-based medicine.
- Required skills: Strong analytical and communication skills, critical thinking, and problem-solving.
- Helpful experience: Pediatrics, emergency medicine, obstetrics and gynecology, gynecologic oncology, public health, or another clinical specialty.
- Interest in applying AI to clinical practice.
How It Works
Apply on OpenTrain with your resume, then complete the application on the hiring site.
About AI Training Work
AI training is the human work behind many AI systems. Specialists create examples, review model responses, and evaluate whether an AI system reasons accurately, safely, and usefully. Medical expertise matters because experienced clinicians can create realistic cases and make rigorous judgments about clinical performance.