Top 50
Prep plan
Updated weekly · Last refresh Aug 30

Rakuten Data Engineer Interview Questions

The questions to prepare for a Rakuten Data Engineer interview. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 11 questions + 2 drills · ~115 min
2
Coding8 questions · ~69 min
Count Vowels in a StringEasy
Practice

Implement a function to count the number of vowels in a given string.

StringsRakuten
Counting and Array/String ManipulationMedium

Tests familiarity with common coding assessment patterns used for data engineering roles.

ArraysStringsGreedyRakuten
Algorithmic Counting ChallengesMedium

Tests problem-solving approach for counting algorithms and efficient implementation.

Hash TablesArraysSortingRakuten
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3
Pipelines12 questions · ~103 min
Handling Missing Data in PipelinesMedium

Approach for handling missing data in an ML data pipeline, including validation, imputation, and safe downstream consumption.

InfrastructureETLBatch ProcessingRakuten
Star vs Snowflake SchemaEasy

Compare star and snowflake schemas in a warehouse pipeline, including structure and transformation trade-offs.

snowflake schemastar schemaData ModelingRakuten
Debugging Production Data PipelinesMedium

A structured approach to debugging production data pipelines, with focus on orchestration, data quality, idempotency, and safe backfills.

InfrastructureToolsQualityRakuten
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4
Behavioral & Leadership19 questions · ~164 min
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.