Power the future
of specialized AI 

Share your expertise and get paid working
where and when you want.

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Join our community of experts, academics, and PhDs

Foundation models have become extremely capable of answering publicly available knowledge, but they lack training on the domain expertise needed to perform domain-specific, specialized tasks. Snorkel is recruiting the best and brightest minds in their field to create the training data that will shape the future of AI.

We need experts in these fields

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Chemistry

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Biology

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Physics

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Math

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Engineering

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Humanities

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Law

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Finance

... and hundreds more!

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Rooted in research

Revolutionizing AI


Snorkel AI’s founders spent half a decade researching programmatic labeling, weak supervision, and other techniques to break through one of the biggest bottlenecks in AI: the lack of labeled training data.

Our research team has continued this work, resulting in 170+ peer-reviewed publications. Snorkel has developed and deployed its technology with Google, Apple, DARPA, Stanford Medicine, and more.

How does it work

As an Expert Contributor working with Snorkel AI, your days include a high level of flexibility. Whether you’re ready to spend 8 hours contributing today, or you want to take a few days to focus elsewhere, you choose when, where, and for how long you work.

Once you access our platform to check out the available projects, you may devote a few hours to creating AI-stumping problems and questions or providing feedback to other Expert Contributors on their work. Snorkel projects have varying durations and areas of expertise, so each day may bring a new challenge.

If you’re ready to invest in your Snorkel experience beyond completing deliverables, you can also head over to Slack to connect with our Expert Contributors and Snorkel teammates or study up on your projects’ guidelines to maximize your earnings. As you complete work and contribute to projects, you’ll receive ongoing feedback on your efforts and earnings for accepted work (via our Agent of Record, HireArt).

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Featured Experts

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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 Gohil

Pharm.D. Drug Information Specialist & Clinical Pharmacist

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I've been contributing for Snorkel for 6 months, and it's been fun watching the team grow and projects expand in scope over time. The skillsets I have gained from contributing to these projects is invaluable, and it is actually helping position myself as a more competitive candidate in the Biopharma R&D roles I am pursuing.

Dallas Banks

M.S. Molecular & Cellular Biology

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As an Expert Contributor for Snorkel, I'm continually challenged and never bored. I’ve built friendships through their thoughtful community initiatives. Snorkel’s attentive leadership ensures contributors know they matter and makes the experience highly rewarding. I love feeling that my work is vital to the broader mission.

Melissa Fisher

BS Biology, MS Biomedical Science

    Why become an Expert Contributor

    Leverage Your Expertise

    Use your advanced degree to contribute to cutting-edge AI training.

    Engage in Complex
    Problem-Solving

    Help design sophisticated questions that challenge AI models.

    Influence the Next
    Generation of AI

    Your knowledge will directly impact the development of smarter, more intelligent AI systems.

    Supplement Your Income or Pursue a Passion

    Whether for extra earnings or intellectual fulfillment, this role is for you.

    Dynamic Earnings,
    Your Way

    Get paid for every approved question and peer review you complete! Payouts vary by project, with occasional bonus accelerators and exclusive incentives to boost your earnings. The more you contribute, the more you earn—on your terms!

    Join a Network of Experts

    Connect with other professionals across 100s of specialized fields and join a highly collaborative environment with fellow experts.

    Snorkel investors

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