Generative AI Tools Restructure Interview Process for Product Designers

AI · 6 min read

Companies are experimenting with generative AI exercises in interviews: candidates might be asked to iterate prompts to improve a chatbot persona, audit AI outputs for bias, or prototype a UI that explains model uncertainty. These tasks aim to surface practical skills relevant to AI product work rather than purely visual polish.

Recruiters also use AI-assisted portfolio scanners to flag relevant projects, but relying heavily on automated filters risks overlooking unconventional but strong candidates. Several firms have slowed adoption after false negatives and complaints about explainability prompted manual review steps to maintain fairness.

To balance speed and equity, hiring teams are combining AI tools with human-led portfolio interviews and scenario-based live design challenges. Companies are also updating job descriptions to state which AI skills are required versus preferred, and offering take-home task alternatives for candidates who opt out of AI-heavy assessments.