Outlier connects subject matter experts with AI training projects
Outlier is one of the world’s largest expert platforms, connecting a network of over 700,000 MAs, PhDs, and college graduates worldwide to improve AI models by providing expert human feedback.
Experts on Outlier work wherever and whenever they work best. They are paid weekly based on work completed and gain real AI experience. For example, a number of Outlier experts were recently cited in a 2026 Nature publication.
What you will be doing
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 a prompt
Write simple prompts that will act as a starting point for AI models
Edit
Preview
Correct AI-models chain of thought
Review, analyze, and rank AI-models chains of thought for correctness and approach
Step 1 Response
Step 2 Response
Approve
Improve
Step 3 Response
What we’re looking for
Medical Degree: MD, DO, MBBS, or equivalent from an accredited medical program (currently enrolled candidates may also be considered) with a focus in Ophthalmology
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
Research background with peer-reviewed publications, patents, clinical trials, or industry R&D experience
Familiarity with AI model development, prompt engineering, or clinical informatics (not required but a plus)
Clinically experienced NPs, PAs, or nursing professionals may also be considered for some projects
Compensation and Benefits
Hear from other experts
Application and Onboarding Process
Frequently Asked Questions (FAQs)
What is Outlier? How is it related to Scale AI?
Will I be an Outlier employee?
What do I need to sign up for this opportunity?
Who else will be a part of the program?
What's the expected time commitment for participants?
When and how will I be paid?
Who do I contact with questions as I onboard?
Have more questions?
** 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.
PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with the Outlier Privacy Policy and our internal policies and programs designed to protect personal data.
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.
