Market landscapes / ML Platforms & Data Science
MLOps & ML Lifecycle Platforms companies
Training, deploying, versioning and monitoring models across their life. This was the centre of the market before generative AI arrived, and it shows: 7 of the 28 have been acquired, more than in most sub-sectors here.
Updated 12 October 2026
28 companies
7 acquired
12 hiring now
The rest of the ML Platforms & Data Science landscape
The full map, including the sub-sectors too small to list separately.
The whole ML Platforms & Data Science mapAutoML & Predictive Analytics 18Enterprise ML & Data Science Platforms 15Data Science Notebooks & Collaborative Analytics 13
I am Ben Jackson. I map this market and I hire the commercial teams inside it: sales, marketing, product and delivery. If you are building a team in MLOps & ML Lifecycle Platforms, here is how I work. The whole market in numbers.