Question bank

4,310 interview questions, answered.

Reference answers, what the interviewer is really testing, how it is graded, and the follow-ups that come next.

Easy 0Medium 15Hard 4
Filters · onDifficulty, topic, company

Difficulty

Clear all

19 questions

  1. 1What's the effect of adjusting an LLM's context window size?MediumAI MLTechnical· OpenAI
  2. 2Have you worked with AI or generative AI products before?MediumAI MLBehavioral· Mistral AI
  3. 3What factors do you evaluate before deciding whether to build, fine-tune, or buy a generative AI model?MediumAI ML· LinkedIn
  4. 4Tell me about a time when you dealt with a conflict with engineers.MediumAI MLBehavioral· Google, Meta
  5. 5Define hallucinations in LLMs.MediumAI MLTechnical· Anthropic, Mastercard
  6. 6Design an AI product for a ride sharing app.HardAI MLProduct· Meta
  7. 7How would you design safeguards for an AI system that can take actions on behalf of a user?HardAI MLProduct· OpenAI
  8. 8You have text-to-music capabilities. How would you productize it?MediumAI MLProduct· OpenAI
  9. 9Design a Retrieval-Augmented Generation (RAG) system to help TikTok’s content moderation team detect and handle misinformation.HardAI MLProduct· TikTok
  10. 10How do you think about AI safety, ethics, guardrails, and governance?MediumAI MLTechnical· Anthropic
  11. 11How would you handle hallucinations in a generative AI model deployed to users?MediumAI MLTechnical· Anthropic, OpenAI
  12. 12Design an inference batching system for a single GPU that can handle up to 100 inputs per batch while users wait synchronously, maximizing utilization under compute constraints.HardAI MLSystem design· Anthropic
  13. 13How do you measure whether an LLM or RAG project you worked on is efficient?MediumDataAI ML· Nvidia
  14. 14How would you define success metrics for an AI-oriented feature or product?MediumDataAI ML· PAPerplexity AI
  15. 15Tell me about a time when you failed to launch a product.MediumAI MLBehavioral· Capital One, Mistral AI
  16. 16Brainstorm a product idea with the help of AI.MediumAI MLProduct· Anthropic
  17. 17How have you adopted AI in your workflows? Walk through examples.MediumAI MLBehavioral· Microsoft
  18. 18What methods or metrics did you use to evaluate how well your LLM performs?MediumAI MLTechnical· Snap
  19. 19How do you approach GenAI safety in consumer products?MediumAI MLProduct· Anthropic, Google