Analytics Engineers 2026: From Model Builders to System Designers and AI Guides
AI now drafts dbt models, tests, and docs, so 72% of engineers see it as central to their work. The role pivots to system design, governance ownership, and feeding AI agents the right business context—decisions that keep data reliable as production speeds up. This reshapes hiring, training, and data reliability strategies.