Report: MLOps is more than just tools

TheSequence partnered with Toloka to explore what MLOps culture looks like across the industry at the start of 2023. TheSequence asked their community of 155,00 data scientists, ML engineers and AI enthusiasts to share how they see MLOps evolving this year, and Toloka helped extend the survey audience for a wide range of viewpoints from industry insiders.

The results show an abundance of tools available for ML development, but the culture and practices still have some catching up to do.

MLOps consist of:

We are excited to share our research report with the details on what MLOps looks like at different companies. No longreads — just structured facts and valuable insights from our ML peers. Thank you to all the participants who contributed!

Request your copy of the report and catch up on the state of MLOps.