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Interview Questions

Real questions from top companies in Spark/Big Data

700+ Easy450+ Medium650+ Hard
All CategoriesBehavioralSpark/Big DataSQLPython/CodingSystem Design/ArchitectureCloud/ToolsGeneral/Othereasymediumhard
1

Write a PySpark script to process data stored in Delta format and transform it into Parquet.

Spark/Big Datamedium
2

Write a PySpark script to read a CSV file, filter rows where the age column is less than 18, and write the result to a new CSV file.

Spark/Big Datamedium
3

Write a Spark job to count word occurrences from an S3 dataset.

Spark/Big Datahard
4

Write a complete PySpark program from import statements to the stop statement, covering transformations and actions.

Spark/Big Datamedium
5

Write a transformation in PySpark to join and clean multiple raw input sources

Spark/Big Datamedium
6

Write code to read data from Delta Lake in S3 and perform upsert based on primary key

Spark/Big Datamedium
7

Write maintainable, efficient Pandas or PySpark code.

Spark/Big Datamedium
8

Write the Spark command to rename an existing column in a DataFrame.

Spark/Big Dataeasy

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