The skills already run deep
UX researchers interview users, uncover unspoken needs, synthesize findings, and advocate for the human on the other side of the product. Social workers conduct emotionally complex interviews, assess real needs, document rigorously, and advocate for vulnerable people — a harder version of the same craft.
What to translate and learn
Learn the UX-research vocabulary and toolkit: qualitative and usability testing methods, survey design, affinity mapping, and how findings feed product and design decisions. The shift is applying your interviewing and synthesis skills to product problems and communicating them to designers, PMs, and engineers.
Getting in
Build a small research portfolio — run a study on any product, document your method and insights, and show the recommendation. Mixed-methods and qualitative-research roles are natural entry points. Check your general AI career readiness with five questions about your experience, motivation, available time, and timeline. This assessment does not evaluate fit for a specific role.