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AWS GenAI Engineer Interview Questions

Everything you need to ace your AWS Generative AI interview, from Amazon Bedrock and Knowledge Bases to Agents and Model Customization.

This track is designed for:

  • Generative AI Engineers
  • AI/ML Architects
  • Software Engineers calling LLMs

How to use these interview questions

🧠 Read each question carefully.

Try answering it yourself before expanding the answer to compare with the ideal response.

Choose Your Level

  • Basics Questions
    Master the fundamentals: Bedrock APIs, Foundation Models, and Prompt Engineering.

  • Intermediate Questions
    Step up to RAG (Retrieval-Augmented Generation), Agents, and Chain-of-Thought prompting.

  • Advanced Questions
    Tackle complex scenarios: Private GenAI Environments, Custom Chips (Trainium/Inferentia), and Security.

👉 New to AWS GenAI? Start with the Basics Questions to build confidence.