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分析与实验 面试题

分析与实验类面试准备：43 道面试题，来自候选人真实面试。在 CSWork 阅读、练习、模拟。

面试题
43
最近更新
2026-07-04

面试题 43

在工作台筛选
  1. 面试Design fundraising experiment and guardrails · Capital One中等
  2. 面试Design and assess a video-pin increase experiment · Pinterest中等
  3. 面试Analyze your favorite app and improve it · Capital One中等
  4. 面试Design a better water bottle and test it · Capital One中等
  5. 面试Design analysis to test social vs game engagement · Meta中等
  6. 面试Design offline segments for Meta Portal retail · Meta中等
  7. 面试Size opportunity for new product line · Meta中等
  8. 面试Measure a friend-recommendation launch · Meta中等
  9. 面试Decide content volume and price under uncertainty · Capital One中等
  10. 面试Design metrics and an A/B test for an app · Capital One中等
  11. 面试Design robust experiment for ambiguous core change · Shopify中等
  12. 面试Run a clean A/B test for recommendations · Meta中等
  13. 面试Compare Instagram vs. Facebook using causal experiments · Meta中等
  14. 面试Design metrics resilient to data quality中等
  15. 面试Design experiments for marketplace balance · Lyft中等
  16. 面试Design analysis to validate reported decline · Fetch Rewards中等
  17. 面试Recommend and validate a budget allocation strategy · Instacart中等
  18. 面试Measure speaker impact without A/B testing · Roku中等
  19. 面试Diagnose coffee-shop profit decline · Roku中等
  20. 面试Design offline backtest and online experiment · Gemini中等
  21. 面试Design and analyze A/B test with interference · Meta中等
  22. 面试Analyze promo anomaly and design risk guardrails · TikTok中等
  23. 面试Estimate shuttle impact with robust causal design · Amazon中等
  24. 面试Design and analyze a group-calls experiment · Meta中等
  25. 面试Design video-ads experiment and handle null results · Meta中等
  26. 面试Evaluate brand ads effectiveness on social media causally · Meta中等
  27. 面试Design a clustered notification experiment with guardrails · Meta中等
  28. 面试Decide and test Groupon program incrementality · Capital One中等
  29. 面试Decide whether to launch Group Story · Snapchat中等
  30. 面试Evaluate Miami Ultrafast impact on orders · Instacart中等
  31. 面试Decide and experiment on Group Call feature · Meta中等
  32. 面试Determine if players prefer local creators without experiments · Roblox中等
  33. 面试Define composite success for search and test it · Meta中等
  34. 面试Design B2C chatbot success metrics and test plan · Meta中等
  35. 面试Analyze ad watch-time with Excel pivots · Capital One中等
  36. 面试Diagnose and optimize shared workspace marketplace conversion · Capital One中等
  37. 面试Run org-safe online experiment for recommender · Dropbox中等
  38. 面试Diagnose a sudden KPI drop and validate causes · Meta中等
  39. 面试Design and validate ad model launch · Meta中等
  40. 面试Design success and guardrail metrics · Flatiron Health中等
  41. 面试Decide launch with CPA-profit trade-offs by segment · Chime中等
  42. 面试Design pre-launch plan and cluster A/B test · Meta中等
  43. 面试Plan an experiment to validate targeting impact · Stripe中等