50 Basic GenAI Engineer Interview Questions

Posted on Tue 02 June 2026 in GenAI • Tagged with genai, interview, llm, rag, fine-tuning, mlops

A starter question bank for screening entry-level GenAI engineers. Grouped by theme, covering fundamentals through production concerns.

Fundamentals

  1. What is generative AI vs discriminative AI? — Generative models learn to produce new data; discriminative models learn decision boundaries to classify or predict.

  2. What is a large language model (LLM)? — A neural …


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