Modeling Behavior: New Career Paths in Human-Centered AI Design

Designers move beyond screens to shape AI behavior, working with tech teams to keep intelligent systems useful, aligned, and human-centered.

Designers have always been translators, taking human needs and turning them into systems, workflows, and interfaces. But as the industry shifts toward AI-native products, our discipline is evolving. We are called to make decisions further upstream than ever before, so that we keep humans at the center of what these systems do. On top of designing interfaces and static flows, we are now shaping the dynamics of how models behave.

This talk will equip designers to start their AI journey by introducing the technology itself, explaining how models learn and how they function. An exciting new design surface is revealed, extending across chat, voice, and agentic actions, with multimodal challenges and possibilities that require designers to move beyond linear thinking and static flows.

The design career is evolving from constrained ideators and spec-providers to the builder's seat, actively shaping how AI should behave. Drawing from my own career path, I will share a close look at what daily life looks like as a Model Behavior Designer in enterprise software: why this work matters, and how deep collaboration with engineering and data science makes it possible to orchestrate complex, human-centered experiences.

This talk makes the case that the designer's role in AI is not shrinking. People who think like designers are in high demand, thanks to skills like creating shared context and driving alignment across teams. The designer's new career path is still about shaping human-facing technology. Only now, behavior is the interface.