Andrew Ng published a widely-read post arguing AI is creating new engineering roles, not destroying jobs. He named two: the AI Forward Deployed Engineer and the AI Engineer. He was right, but he only looked at half the picture. The same structural shift is producing at least five distinct design roles that are already being staffed, not theorized.
On the B2B side, two roles are crystallizing. The Embedded AI Design Consultant drops into enterprise clients, maps human-agent touchpoints, and explains why a chatbot fails where a background agent with async notifications succeeds. The Agentic UX Architect designs what happens during a three-hour autonomous workflow: the progress logs, visual confidence scores, and human approval checkpoints. On the B2C side, the Proactive Interaction Designer owns the trigger logic that lets apps predict intent before a tap, managing the razor-thin line between useful and intrusive. The Generative UI System Architect designs the constraints and dynamic component tokens that keep AI-compiled interfaces brand-compliant and accessible. The Trust Designer converts cryptographic verification into instant visual signals so users know what is real.
The article is worth reading in full because the author is not forecasting. They are reporting from inside the work, describing roles they are already operating in and hiring around. The secondary list, including prompt designers, cognitive researchers, and design engineers who build in code rather than mockups, adds texture that most AI-and-design commentary skips entirely. If you work in product, the specific framing of old-paradigm static UI versus new-paradigm generative and agentic UI is a practical lens, not a thought-leadership slide.
[READ ORIGINAL →]