# Our Top 5 Articles on Data Teams in 2022

DevFeed: [Our Top 5 Articles on Data Teams in 2022](<https://devfeed.tech/articles/our-top-5-articles-on-data-teams-in-2022-83116.md>)

Original publisher: [Read original article](<https://montecarlo.ai/blog-our-top-5-articles-on-data-teams-in-2022>)

Author: Michael Segner

Published: 2022-12-23T14:00:00Z

Content type: article

Language: en

Sources: [Monte Carlo](<https://devfeed.tech/sources/monte-carlo.md>)

Topics: [engineering-leadership](<https://devfeed.tech/topics/engineering-leadership.md>), [data-engineering](<https://devfeed.tech/topics/data-engineering.md>), [data observability](<https://devfeed.tech/topics/data-observability.md>), [engineering-culture](<https://devfeed.tech/topics/engineering-culture.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>)

Tags: [ai-culture](<https://devfeed.tech/tags/ai-culture.md>), [article](<https://devfeed.tech/tags/article.md>), [chief-data-officer](<https://devfeed.tech/tags/chief-data-officer.md>), [data-engineering-teams](<https://devfeed.tech/tags/data-engineering-teams.md>), [data-engineers](<https://devfeed.tech/tags/data-engineers.md>), [data-reliability](<https://devfeed.tech/tags/data-reliability.md>), [data-team](<https://devfeed.tech/tags/data-team.md>), [data-teams](<https://devfeed.tech/tags/data-teams.md>), [devops](<https://devfeed.tech/tags/devops.md>)

## AI overview

This roundup reviews five articles about evolving data team roles, including data engineers, data product managers, data reliability engineers, data stewards, and DataOps engineers. It highlights specialization and the practices these teams use to deliver value.

## Source excerpt

The data team is changing. We look into the future for roles like data engineers, data product managers, data reliability engineers, data stewards, and DataOps engineers.