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.

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31 questions

  1. 1Generate outputs for images and pipelines (Anthropic)MediumCodingSystem design· Anthropic
  2. 2Define hallucinations in LLMs.MediumAI MLTechnical· Anthropic, Mastercard
  3. 3Design a web crawler.MediumSystem design· Anthropic, Google
  4. 4How do you think about AI safety, ethics, guardrails, and governance?MediumAI MLTechnical· Anthropic
  5. 5How would you handle hallucinations in a generative AI model deployed to users?MediumAI MLTechnical· Anthropic, OpenAI
  6. 6Tell me about a time the business problem wasn’t clearly defined. How did you handle it?MediumBehavioral· Anthropic, Uber
  7. 7Tell me about a time when you received negative feedback and how you handled it.MediumBehavioral· Amazon, American Express
  8. 8How do you stay up to date with advancements in machine learning?MediumBehavioralAI ML· Anthropic, Capital One
  9. 9Identify success metrics for a marketing campaign to get new users, then design an experiment to determine if the campaign should continue.MediumData· Anthropic
  10. 10Tell me about a time when you took on something significant that was out of your area of responsibility. Why was it important and what was the outcome?MediumBehavioral· Amazon, Anthropic
  11. 11Tell me about yourself.MediumBehavioral· Accenture, ADP
  12. 12Brainstorm a product idea with the help of AI.MediumAI MLProduct· Anthropic
  13. 13Tell me about a project where you had to clean and organize a large dataset.MediumDataTechnical· Anthropic
  14. 14Tell me about a time you had a conflict with someone. How did you resolve it and what did you learn?MediumBehavioral· Amazon, Anthropic
  15. 15Tell me about a time when you faced a conflict while on a team.MediumBehavioral· Amazon, Anthropic
  16. 16Tell me about a time when you had to convince team members on something you proposed.MediumBehavioral· Amazon, Anthropic
  17. 17How do you deal with ambiguous situations?MediumBehavioral· Amazon, American Express
  18. 18Tell me about a time when you had to deliver negative feedback.MediumBehavioral· Anthropic, GitHub
  19. 19You have one huge file coming in over a constrained link. How do you distribute it to thousands of machines?MediumSystem designTechnical· Anthropic
  20. 20How do you encourage collaboration among cross-functional teams?MediumBehavioralProduct· Amazon, Anthropic
  21. 21How would you explain a technical concept to a non-technical person?MediumBehavioralTechnical· Anthropic, Google
  22. 22Find duplicate files in a file system.MediumCodingTechnical· Anthropic, Dropbox
  23. 23How do you approach GenAI safety in consumer products?MediumAI MLProduct· Anthropic, Google
  24. 24How do you prioritize tasks?MediumBehavioralProduct· Accenture, Adobe