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2026 State of Analytics Engineering
Speed is the new baseline. Trust is the new differentiator. See what's defining high-performing data teams in 2026.
What top analytics teams do differently
Learn how leading organizations use dbt to accelerate insights and deliver measurable business impact.
The framework behind modern analytics teams
Explore the lifecycle modern data teams use to develop, test, and scale analytics with confidence.
Keep up with the latest in analytics engineering
The Analytics Engineering Podcast delivers practical stories, strategies, and expert perspectives to keep you ahead in a fast-moving data landscape.
We've established a solid foundation, thanks to the expertise we got from the get-go. It's clear to me how dbt fills the gaps that I've seen in data engineering my entire career.
Nick Leonard Director of Data Engineering at J. Crew
Our evergreen platform, built on dbt and Databricks, lets our teams around the world work from the same data sets. That translates to higher productivity and greater trust in our data as we work to become a global enterprise.
Nana Essuman Senior Director of Data Engineering & Data Warehouse at Condé Nast
We see dbt Canvas as a way to unlock the full potential of our analysts,giving them the ability to shape data models directly, while staying connected to the same high standards our engineers rely on. It's a vision of faster, smarter insights, built together.
William Tsu Senior Analytics Engineer at Whoop
Great data work never happens alone.
The dbt Community connects you with thousands of data practitioners, leaders, and learners—all solving real problems, sharing best practices, and growing their careers together.