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