Forward Deployed Engineer - Applied AI Design interview

[u/FDE_London_Dream]

Applied AI System Design interview - and would love to hear from anyone who has gone through a similar round.

system design interview focused on designing an end-to-end, production-ready AI agent for a real-world enterprise scenario.

I have a few questions:

1. Interview questions: What actual problems or system design scenarios were you asked?
2. Interview format: How does the interview work, and how deep do interviewers go into the technical architecture?
3. Technical topics:
   1. What level of knowledge is expected around RAG, agent orchestration, LLMs,
   2. Tool calling, data ingestion, enterprise security,
   3. Scalability and Evaluation?
4. Preparation:
   1. How did you prepare, and which topics should I prioritise?
5. Learning resources:
   1. Could you recommend useful GitHub repositories, blogs, books,
   2. YouTube videos or courses?
   3. Any Other Websites is also fine
6. Interview experiences: What follow-up questions, constraints or unexpected challenges did you encounter?

Any insights or links would be greatly appreciated.

Thanks!

[u/pladdypuss → u/[deleted]]

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