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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4,310 questions

  1. 25How would you handle conflicting opinions from two senior engineers?MediumBehavioral· 10 min· OpenAI
  2. 26How would you improve Microsoft Copilot?HardProduct· 20 min· Microsoft
  3. 27How would you measure the success of a generative-AI product?MediumProductData· 10 min· Microsoft
  4. 28How would you measure whether an LLM correctly executes a user’s requested actions?HardAI MLProduct· 20 min· Google DeepMind
  5. 29How would you respond to a provocative claim about a future dominated by AI?HardBehavioral· 20 min· OpenAI
  6. 30How would you test nondeterministic model behavior?Hard· 20 min· OpenAI
  7. 31If you had to complete that project faster, what would you change?MediumProduct· 10 min· OpenAI
  8. 32Implement an NLP classifier using the IMDb dataset from Hugging Face.MediumCoding· 10 min· Truveta
  9. 33Read a text or CSV file and organize the contents into data frames.EasyCoding· 10 min· Scale AI
  10. 34Represent a one-nearest-neighbor classifier using a feed-forward neural network.Hard· 30 min· OpenAI
  11. 35Tell me about a challenging project you completed inside or outside work.EasyBehavioral· 5 min· Palantir
  12. 36Tell me about a product you previously launched.EasyProduct· 5 min· OpenAI
  13. 37Tell me about a product you shaped and your specific contribution.Easy· 5 min· Google DeepMind
  14. 38Tell me about a time you cut scope to ship faster.EasyProductBehavioral· 5 min· Google DeepMind
  15. 39Tell me about a time you disagreed with management.MediumBehavioral· 10 min· OpenAI
  16. 40Tell me about a time you handled bias in an AI product.HardBehavioral· 20 min· Microsoft
  17. 41Tell me about a time you managed conflicting priorities.EasyProduct· 5 min· OpenAI
  18. 42Tell me about an experiment you designed and ran.MediumDataProduct· 10 min· OpenAI
  19. 43Tell me about collaborating with engineers on an agentic-AI product.MediumBehavioral· 10 min· Scale AI
  20. 44Tell me about the hardest technical challenge you solved.EasyBehavioral· 5 min· Palantir
  21. 45Tell me about the last process you built from scratch.MediumBehavioral· 10 min· Clay
  22. 46Tell me about your past experiences as a product manager.Easy· 5 min· OpenAI
  23. 47Use documentation for an unfamiliar SQL-like language to solve a sequence of tasks.Hard· 20 min· Palantir
  24. 48Use the Cohere API to build a sample application.Medium· 10 min· Cohere