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An AI data lab that builds datasets and evaluations for frontier AI.

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About Snorkel AI

The company, in brief.

What they do

Snorkel AI calls itself a frontier AI data lab. It builds the datasets, environments, and evaluations that AI labs and large companies use to train and test models and agents. It also builds custom AI agents for companies. Snorkel started at the Stanford AI Lab in 2019.

What they value

  • Quality first: do things right the first time.
  • Push the frontier: stay curious and keep learning.
  • Competitive yet kind: move fast without ego or politics.

Where they hire

Of 42 Postings, 41 name San Francisco and 29 also name New York City. These roles are hybrid, and nine Postings say three days a week in the office. Nine Postings, most of them in research, are also open to remote work in the United States. No Posting mentions visa sponsorship.

Teams and roles

  • Data as a Service: 12 roles, among them five forward deployed engineering roles, delivery and operations managers, and a manager for coder fellows. This group delivers training and evaluation data to customers.
  • Engineering: eight roles, among them senior and staff software engineers for AI and ML, the AI platform, the platform, product backend, and security.
  • Finance and legal: seven roles.
  • Research: five roles, among them research scientists, a research fellow, and a forward deployed researcher.
  • Three roles each in product, marketing, and recruiting, and a staff applied AI engineer.

What they look for

Most Postings name a minimum number of years, often 5+ and up to 10+. Every software engineer Posting and four forward deployed engineering Postings ask for Python. Most technical Postings ask for hands-on work with large language models (LLMs), and for designing evaluations of AI systems. The platform Postings ask for distributed systems on AWS. Forward deployed engineers turn unclear customer needs into data pipelines and work directly with customers. Research Postings ask for a research background in machine learning, NLP, or LLMs.

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