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Get paid to put your expertise to work on frontier AI
Join Snorkel’s Expert Community to shape safer, smarter AI across 1,000+ domains.
Put your knowledge to work and get paid for working where and when you want.
Snorkel’s Expert Community
Our Expert Community is a network of professionals and academics who use their knowledge to shape real-world AI projects. You’ll work on opportunities that match your background from coding, STEM and medicine to law, the humanities, and even lifestyle areas like travel and fitness.
As a member, you’ll connect with peers, share best practices, and contribute expertise that top AI developers rely on. These projects require true subject matter knowledge, not just surface-level skills, and your work helps ensure AI is accurate and reliable.
Expert‑driven, not generic crowd work
Meaningful projects aligned to your background
Flexible, paid contributions with clear quality standards
Compensation
Expert Community members are paid per project, with rates based on expertise and complexity. Top experts earn $3,000+ per week.
Every contribution goes through a quality review, combining automated checks and peer feedback. Many projects pay for attempts and include bonuses for high-quality submissions. Snorkel provides feedback so you can improve and maximize your earnings.
Priority domains
Coding & software
Software engineers, developers, code reviewers, and technical writers
STEM
Computer scientists, engineers across various domains, and applied or pure mathematicians
Health & medicine
Medical practitioners across specialties, surgeons, internal medicine physicians, and biomedical scientists
Humanities & arts
Linguists, cultural scholars, philosophers, and visual, performing, or applied artists
Social sciences
Psychologists, political scientists, economists, and public policy experts
Business & law
Finance and accounting professionals, human resources specialists, and legal practitioners
Next steps
Getting started is easy: complete a quick screening or assessment, tell us about your expertise, sign up to receive payments, and start contributing on eligible projects.
1
Create a profile
Simply sign up and create an account.
2
Complete screenings
Complete a short assessment or sample task.
3
Onboard
Provide your information to receive payments.
4
Join projects
Opt into eligible work and start contributing.
Qualifications
We partner with skilled professionals from academia and industry. Some projects require advanced degrees (PhD, MD, JD, CPA) and active licenses, while others accept equivalent experience.
Experts must be able to work as independent contractors, and we cannot support visa sponsorship or restricted regions at this time.
What we look for:
- Deep domain expertise and up-to-date knowledge
- Clear written reasoning and attention to detail
- Ability to follow detailed rubrics and maintain consistent quality
What you’ll do
Most work is asynchronous with clear instructions and rubrics. Projects range from one-off small projects to multi-week engagements—you choose when and how much you contribute.
Create
Author data in your domain of expertise, such as creating questions that stump frontier LLMs.
Review
Check data authored by peer domain experts for accuracy and clarity, and recommend fixes or adjustments.
Evaluate & improve
Compare outputs, apply provided criteria, and flag safety or compliance issues.