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 190Medium 2,498Hard 982
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190 questions

  1. 1Define hallucinations in LLMs and explain how you would reduce them.Easy· 5 min· OpenAI, Anthropic
  2. 2Describe a time you adapted to a major change in priorities.EasyBehavioral· 5 min· Google DeepMind
  3. 3How do you collaborate with engineers, designers, and researchers?EasyBehavioral· 5 min· Google DeepMind
  4. 4Read a text or CSV file and organize the contents into data frames.EasyCoding· 10 min· Scale AI
  5. 5Tell me about a challenging project you completed inside or outside work.EasyBehavioral· 5 min· Palantir
  6. 6Tell me about a product you previously launched.EasyProduct· 5 min· OpenAI
  7. 7Tell me about a product you shaped and your specific contribution.Easy· 5 min· Google DeepMind
  8. 8Tell me about a time you cut scope to ship faster.EasyProductBehavioral· 5 min· Google DeepMind
  9. 9Tell me about a time you managed conflicting priorities.EasyProduct· 5 min· OpenAI
  10. 10Tell me about the hardest technical challenge you solved.EasyBehavioral· 5 min· Palantir
  11. 11Tell me about your past experiences as a product manager.Easy· 5 min· OpenAI
  12. 12What generative-AI skills will be most critical in the next year?Easy· 5 min· Anthropic
  13. 13What is the most interesting automation you have built or seen?EasyBehavioral· 5 min· Clay
  14. 14What role do you usually take on a team?EasyBehavioral· 5 min· Perplexity AI
  15. 15Why do you want to work at Palantir?Easy· 5 min· Palantir
  16. 16Climbing StairsEasyCoding· Media.net
  17. 17Diameter of Binary TreeEasyCoding· Nvidia
  18. 18Explain function calling and how it differs from asking for JSON in a prompt.Easy· 5 min
  19. 19Explain how retrieval-augmented generation works.Easy· 5 min
  20. 20Explain overfitting and how you would detect it.EasyAI ML· 5 min
  21. 21Explain precision, recall, and F1 using a safety moderation example.EasyAI ML· 5 min
  22. 22How have you used tools such as Clay or ChatGPT to automate GTM workflows?Easy· 5 min
  23. 23Merge two sorted listsEasyCoding· Intuit, Oracle
  24. 24Search insert positionEasyCoding· InfoEdge India Ltd