The analytics engineer in 2026: system designer, governance owner, AI context provider (5 minute read) (opens in new tab)

Analytics engineering in 2026 shifts from model production to system design, governance, and AI context engineering as AI automates much of the SQL, tests, and dbt scaffolding and 72% of engineers already use AI-assisted coding.