Roblox
Senior
Own core data platform components (Kafka, Flink, Spark, Trino, Druid, Airflow) at petabyte scale
Design a Senior Software Engineer interview for Roblox's Data Infra org, where the candidate will own and scale distributed data platform frameworks processing petabytes of data daily. Focus on deep technical experience with at least one or two of Kafka, Flink, Spark, Trino, Druid, or Airflow, strong backend engineering in Java/Go/Scala, and Kubernetes-based cloud operations at scale.
走进这场面试
免费 · 一场按这个岗位校准的真语音模拟
这场面试考什么
- Deep expertise in 1-2 of: Kafka, Flink, Spark, Trino, Druid, Airflow
- Distributed systems design and operation at large scale
- Performance optimization: query planning, state management, memory/serialization
- Kubernetes operations on AWS/GCP
- Technical leadership and cross-team alignment
常见提问方向
Describe the data platform technology you know deepest and a hard production issue you solved in it
How would you approach optimizing a query engine or streaming pipeline under heavy load
Tell me about owning the architecture of a platform component end to end
How do you align a platform roadmap with data science and product engineering needs
How have you mentored engineers or driven technical direction across teams
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