Join our expert community

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. Get paid for remote, project-based work aligned to your skills.
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How it works
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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.
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Coding & software

Software engineers, developers, code reviewers, and technical writers
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STEM

Computer scientists, engineers across technical domains, and applied or pure mathematicians
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Health & medicine

Medical practitioners across specialties, surgeons, clinicians, psychologists, internal medicine physicians, and biomedical scientists
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Finance & business

Finance and accounting professionals, economists, HR and compliance specialists, and legal practitioners
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Humanities & arts

Linguists, cultural scholars, philosophers, writers, and visual, performing, or applied artists
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Social sciences

Psychologists, political scientists, economists, and public policy experts
Real-world knowledge

Put your expertise to work shaping more reliable AI

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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.
Earn competitive pay
Work from anywhere
Meaningful projects aligned to your background
join thousands of experts

Getting started

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.
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Apply
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Complete screenings
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Set up payment
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Join projects
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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.
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Create

Author data in your domain of expertise, such as creating questions that stump frontier LLMs.
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Review

Check data authored by peer domain experts for accuracy and clarity, and recommend fixes or adjustments.
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Evaluate & improve

Compare outputs, apply provided criteria, and flag safety or compliance issues.
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I started contributing to Snorkel as a task submitter and quickly earned the opportunity to support the platform as a reviewer, which gave me a deeper view into the rigor behind projects. The work consistently operates at a research-grade standard, emphasizing clarity, fairness, and real-world impact in how AI systems are evaluated.
Nischal P. / Coding
What stands out to me most about working with Snorkel is the consistency and clarity of the communication. The team is always responsive, thoughtful, and approachable, which makes it easy to ask questions and feel supported throughout the work. I also really value how strongly Snorkel prioritizes quality, setting clear expectations while ensuring contributors truly understand the intent behind each task. That balance makes the work both meaningful and rewarding.
Beverly B. / Generalist
As an expert contributor, I have the opportunity to apply my clinical pharmacy knowledge and drug information expertise in a unique and impactful way. The work is challenging, and it's rewarding to contribute to the advancement of AI in healthcare. The collaborative nature of the Snorkel team makes the experience even more enriching.
Pooravi G., Pharm.D. / Drug Information Specialist & Clinical Pharmacist
Snorkel's Expert Platform allowed me connect and collaborate with brilliant and accomplished experts from a wide range of fields and industries. The communication, care, and effort from the Snorkel team has been nothing short of excellent. The projects are extremely engaging, interesting, and thought provoking. I am looking forward to the continued future collaborations with such an amazing and outstanding company!
Peter P. / Generalist

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