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
15 questions
- 1What's the effect of adjusting an LLM's context window size?MediumAI MLTechnical·
OpenAI - 2Have you worked with AI or generative AI products before?MediumAI MLBehavioral·
Mistral AI - 3What factors do you evaluate before deciding whether to build, fine-tune, or buy a generative AI model?MediumAI ML·
LinkedIn - 4Tell me about a time when you dealt with a conflict with engineers.MediumAI MLBehavioral·
Google, Meta - 5Define hallucinations in LLMs.MediumAI MLTechnical·
Anthropic, Mastercard - 6You have text-to-music capabilities. How would you productize it?MediumAI MLProduct·
OpenAI - 7How do you think about AI safety, ethics, guardrails, and governance?MediumAI MLTechnical·
Anthropic - 8How would you handle hallucinations in a generative AI model deployed to users?MediumAI MLTechnical·
Anthropic, OpenAI - 9How do you measure whether an LLM or RAG project you worked on is efficient?MediumDataAI ML·
Nvidia - 10How would you define success metrics for an AI-oriented feature or product?MediumDataAI ML· PAPerplexity AI
- 11Tell me about a time when you failed to launch a product.MediumAI MLBehavioral·
Capital One, Mistral AI - 12Brainstorm a product idea with the help of AI.MediumAI MLProduct·
Anthropic - 13How have you adopted AI in your workflows? Walk through examples.MediumAI MLBehavioral·
Microsoft - 14What methods or metrics did you use to evaluate how well your LLM performs?MediumAI MLTechnical·
Snap - 15How do you approach GenAI safety in consumer products?MediumAI MLProduct·
Anthropic, Google