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Interview Questions

Real questions from top companies in Spark/Big Data

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

Describe the role of a DAG Scheduler in PySpark

Spark/Big Datahard
2

Describe the role of a workflow orchestrator like Airflow in a data pipeline.

Spark/Big Dataeasy
3

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

Spark/Big Datahard
4

Describe your approach to managing offsets in Kafka.

Spark/Big Dataeasy
5

Design an ETL pipeline using Kafka and Spark Streaming

Spark/Big Datahard
6

Difference between Presto vs. Spark underlying architecture

Spark/Big Datahard
7

Discuss Delta Logs file format and its significance.

Spark/Big Dataeasy
8

Discuss common transformations used in Spark code.

Spark/Big Datahard

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