About the Role
Outlier is the world's leading expert platform, connecting an elite network of contributors to train AI for OpenAI, Meta, and Microsoft — ensuring the AI shaping medicine is built by the people who understand it best.
900K+
Outlier Experts
$600M+
Paid Out
52
Countries
Getting medical AI right isn’t a data problem — it’s a judgment problem. It takes a practicing dermatologist to examine a skin lesion, reason through a differential, and catch what a model gets wrong. That’s the expertise that shapes how clinical AI reasons for physicians worldwide.
Responsibilites
As a Dermatology expert on Outlier, you will be creating the high-fidelity, ground-truth data used to validate clinical knowledge in complex medical domains.
Create image-dependent prompts that require real-world clinical judgment and synthesis
Review and analyze model responses for clinical soundness, scientific rigor, and relevance
Provide scientific rigor oversight to ensure that frontier models adhere to the highest standards of formal verification and accuracy
Common Tasks
Write simple prompts that will act as a starting point for AI models
Edit
Preview
Review, analyze, and rank AI-models chains of thought for correctness and approach
Step 1 Response
Step 2 Response
Improve
Approve
Step 3 Response
Ideal Qualifications
Medical Degree: MD, DO, MBBS, or equivalent from an accredited medical program and a residency, fellowship, or strong focus in Dermatology.
Clinical Experience: Hands-on experience in a healthcare setting; strong preference for practicing or recently practicing clinicians.
English Proficiency: Fluent in reading and writing, with minimal language errors. Analytical Skill: Detail-oriented with the ability to evaluate medical content for accuracy and logical flow.
Currently accepting applicants from:
🇨🇦
Canada
🇺🇸
United States
Why Join Outlier
Application Process
Frequently Asked Questions (FAQs)
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** Rates vary based on expertise, skills assessment, location, project need, and other factors. For example, higher rates may be offered to PhDs. For non-core work, such as during initial project onboarding or project overtime phases, lower rates apply. Additional incentives data is based on payments made in the past six months and is updated quarterly. Certain projects offer incentive payments. Please review the payment terms for each project.
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This is a 1099 contract opportunity on the Outlier.ai platform. Because this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to sign up for Outlier if you are on a visa. You should contact your tax and/or immigration advisor with specific questions regarding your circumstances.
