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Amazon Data Scientist 面试题与面经

Amazon Data Scientist 岗位面试准备：109 道面试题、5 篇面经，来自候选人真实面试。在 CSWork 阅读、练习、模拟。

面试题
109
面经
5
最近更新
2026-08-25

最新面经 5

在工作台筛选

面试题 109

在工作台筛选
  1. 面试Describe a challenging project简单
  2. 编程Find recommended friend pairs by shared listening简单
  3. 面试Handle scope creep and teammate conflict中等
  4. 面试Demonstrate invent-and-simplify and customer communication中等
  5. 编程Find daily first-order merchants with SQL中等
  6. 面试Demonstrate Amazon LP with deep follow-ups中等
  7. 编程Design student–course data models and SQL中等
  8. 编程Solve two-sum variants at scale中等
  9. 面试Implement robust word counts and min/max中等
  10. 编程Compute join counts and window ranks中等
  11. 面试Implement a high-throughput web crawler safely中等
  12. 编程Design idempotent daily loads with deduping中等
  13. 编程Diagnose MySQL joins and GROUP BY/HAVING errors中等
  14. 编程Build DiD dataset with SQL中等
  15. 面试Explain why LASSO selects features中等
  16. 面试Estimate shuttle impact with robust causal design中等
  17. 面试Resolve a team conflict decisively中等
  18. 面试Demonstrate ownership beyond responsibilities中等
  19. 面试Drive stakeholder alignment under trade-offs困难
  20. 编程Generate primes up to n efficiently中等
  21. 编程Append country tables and rank salaries in USD中等
  22. 编程Compute array modes with ties and no-mode rule中等
  23. 面试Optimize precision–recall under class imbalance中等
  24. 面试Choose regularization norms and model formulations中等
  25. 面试Compute p-values, CIs, and adjust multiples中等
  26. 面试Decide standardization, sparse numerics, correlated features中等
  27. 面试Demonstrate calculated risk and deep-dive leadership中等
  28. 编程Implement streaming k-way merge with constraints中等
  29. 编程Transform event logs with subscription windows in pandas中等
  30. 面试Demonstrate leadership under disagreement中等
  31. 面试Demonstrate leadership under strict rules中等
  32. 编程Find top-spend categories per customer with ranking中等
  33. 编程Solve stock, BFS path, and merge intervals中等
  34. 编程Transform retail data with pandas groupby/merge/concat中等
  35. 面试Explain complex tech to non-technical stakeholder困难
  36. 编程Verify subscriptions and analyze orders with SQL/Python中等
  37. 面试Demonstrate problem-solving under resistance中等
  38. 面试Root-cause an incident and drive consensus困难
  39. 编程Compute daily work hours from in/out events中等
  40. 编程Calculate cross-channel login user proportions中等
  41. 面试Demonstrate ownership and communication under pressure困难
  42. 编程Design SQL/Pandas aggregations on retail schema中等
  43. 面试Build DID panel and compute effects in SQL中等
  44. 面试Describe missed deadline and scope expansion困难
  45. 面试Process real-time enter/exit events and actives中等
  46. 编程Implement list overlap and dense-ranked word frequencies中等
  47. 面试Demonstrate leadership in data-driven scenarios困难
  48. 面试Demonstrate leadership with quantifiable STAR stories中等
  49. 面试Describe a time you solved a complex problem简单
  50. 面试Transform Customer Feedback into Valuable Product Enhancements中等
  51. 面试Resolve Team Conflicts and Deliver Beyond Project Scope中等
  52. 面试Resolve Conflicts Between Data Findings and Team Opinions中等
  53. 面试Prioritize Tasks and Respond to Coworker Concerns中等
  54. 面试Navigate Crises and Sustain Team Morale Under Pressure中等
  55. 面试Mitigate Data Mistakes and Improve Team Efficiency中等