The 10 Hottest Data Science And Machine Learning Startups Of 2022 (So Far)

Rick Whiting

Data science and machine learning technologies are in big demand as businesses look for ways to analyze big data and automate data-focused processes. Here are 10 startups with leading-edge data science and machine learning technology that have caught our attention (so far) this year.

Snorkel AI

Top Executive: Alex Ratner, Co-Founder and CEO

Headquarters: Redwood City, calif.


Snorkel, founded in 2019, has its roots in the Stanford University AI Lab where the company’s five founders researched ways to address the problem of the lack of labeled training data for machine learning development.

The Snorkel Flow data-centric system, which Snorkel just made generally available in March, is used to accelerate AI and machine learning development through the use of programmatic labeling, a key step in data preparation and machine learning model development and training.

Snorkel’s company valuation hit $1 billion in August 2021 when the startup raised $85 million in Series C funding, financing the company is using to grow its engineering and sales teams and accelerate development of its platform.

Learn More: Machine Learning
Rick Whiting

Rick Whiting has been with CRN since 2006 and is currently a feature/special projects editor. Whiting manages a number of CRN’s signature annual editorial projects including Channel Chiefs, Partner Program Guide, Big Data 100, Emerging Vendors, Tech Innovators and Products of the Year. He also covers the Big Data beat for CRN. He can be reached at

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