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Netflix

Mid

Design large-scale distributed data infrastructure on Netflix's Data Platform team

Prep for a Netflix L4 Distributed Systems Engineer role on the Data Platform org, which spans storage/movement infrastructure, the Data Mesh/Data Bridge movement platform, a managed key-value store on Cassandra, and developer-experience tooling. This mock is calibrated to the JD's own bar: 2+ years building large-scale distributed systems, RESTful services, and Java/OOP with multi-threading — a mid-level IC interview, not a staff-scope one.

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这场面试考什么

  • Distributed systems fundamentals: fault tolerance, consistency, scale
  • RESTful web service design
  • Java/OOP proficiency and multi-threading
  • Schema/data movement or key-value storage concepts (Cassandra-adjacent)
  • Operational reliability at large scale
  • Cross-team collaboration on shared infrastructure

常见提问方向

Design a fault-tolerant distributed data movement pipeline

Debug a multi-threading/concurrency bug in a Java service

Design a RESTful API for a data platform capability

How would you build a managed key-value store abstraction

Tell me about a distributed system you built that had to scale

How do you approach reducing operational risk in shared infrastructure

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