Power the future
of specialized AI
Share your expertise and get paid working
where and when you want.

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
Chemistry
Biology
Physics
Math
Engineering
Humanities
Law
Finance
... and hundreds more!
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).
Featured Experts
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.