From Coder to Advisor: How Engineers’ Roles Evolve in the AI Era

As AI tools become capable of handling more coding tasks, engineers’ expectations are shifting. Companies no longer need more hands — they need sharper minds. Engineers are evolving into Tech Advisors: professionals who understand the product, the business, and the customer — not just the code.