Four AI‑Design Jobs Mapped by Nielsen Norman Group
Nielsen Norman Group identifies four emerging AI‑design roles: designing with AI, designing AI‑driven products, designing AI behavior, and structuring data for AI. Each requires unique skills and metrics, and teams often focus on only one, leading to confusion when initiatives span multiple orientations.