2023 DataAware Pulse Survey

Learn about the latest trends, best practices, and priorities of data teams.

the rise in data automation

Understand the Current State of Data Engineering

data engineers and architects see the potential in data automation

Dive into the DataAware Pulse Survey — an exploration into cutting-edge data teams’ sentiment, trends, and best practices.

By understanding this data, you can:

  • Learn how to build a business case for automation with executives in your organization.
  • Position projects according to the priorities of your team.
  • Skillfully chart out your roadmap for the upcoming year.

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What did we learn?

With a four-year history, our benchmark survey reveals insights into many aspects of the modern data team. Discover the key highlights from data in this year’s report below.

Result 1

Data engineering teams are at capacity, forcing them to work smarter not harder using automation technologies.

Result 2

Early pioneers in automation are seeing success, but many need help from intelligent platforms to get there.

Result 3

The top KPIs of data programs are revealed - does your team agree?

Result 4

Executives, meet your teams. You two have some things to discuss...

Result 5

Data Mesh: It’s here!

Result 6

Tool sprawl in the data stack continues to grow, hindering efforts to drive automation.

Result 7

Generative AI use cases in data teams.

Result 8

As data grows in the cloud, so do expenses. Learn the ways people plan to control them.