The Future of Data Engineering: From Builders to Architects

This article doesn’t stop at speculation. Baraa Khatib Salkini gives concrete pointers: how to shift your mindset from builder to architect; why modelling and metadata are becoming (or will become) key differentiators; and why domain‑driven thinking and explainability will matter more than ever. If you want to future‑proof your skillset, this piece will help you see where the ground is shifting, and how to move with it rather than be left behind.