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Interview Questions

Real questions from top companies · hard

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All CategoriesBehavioralSpark/Big DataSQLPython/CodingSystem Design/ArchitectureCloud/ToolsGeneral/Othereasymediumhard
1

Describe how you would optimize a join between two large tables where one is significantly smaller, using broadcast joins in PySpark.

Spark/Big Datahard
2

Describe how you would optimize slow-running Spark jobs in a distributed environment.

Spark/Big Datahard
3

Describe the projects emphasizing Spark, Hadoop, or Azure for large-scale data processing

Spark/Big Datahard
4

Describe the role of a DAG Scheduler in PySpark

Spark/Big Datahard
5

Describe the stages of a Spark job and strategies to optimize Spark performance for large datasets.

Spark/Big Datahard
6

Design an ETL pipeline using Kafka and Spark Streaming

Spark/Big Datahard
7

Difference between Presto vs. Spark underlying architecture

Spark/Big Datahard
8

Discuss common transformations used in Spark code.

Spark/Big Datahard

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