Data Engineering · 2026
The Future of Data Engineering & AI
Data Builders Club — Hevo Data
About this talk
How data engineering is changing under generative AI: lakehouse patterns, pipeline reliability, and what it takes to run production data systems in healthcare and government.
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Further reading
- GuideApache Iceberg vs. Delta Lake
Apache Iceberg vs. Delta Lake compared: metadata design, schema and partition evolution, engine support, and how to pick a table format.
- GuideDatabricks vs. Snowflake
Databricks vs. Snowflake compared: lakehouse vs. cloud warehouse, pricing, governance, AI workloads, and how to plan a migration.
- GuideDatabricks vs. Microsoft Fabric
Databricks vs. Microsoft Fabric compared: Delta Lake vs. OneLake storage, compute and pricing models, governance, and Azure ecosystem fit.