40 Generative AI Interview Questions That Actually Get Asked in 2026 (With Answers)

Author(s): Darshandagaa Originally published on Towards AI. A practitioner’s guide to cracking senior GenAI/LLM engineering roles — from RAG pipelines to multi-agent orchestration I’ve been in AI/ML for eight years. In the last two, almost every interview I’ve sat in — whether for senior data science, ML engineering, or AI product roles — has shifted toward Generative AI. The questions aren’t theoretical anymore. Interviewers want to know if you’ve actually built something: a RAG pipeline that d