Top 23
Prep plan
Updated weekly · Last refresh Aug 30

Rev Data Engineer Interview Questions

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

23questions
~4htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 1 drill · ~56 min
Top Product Revenue Last 30 DaysMedium
Practice

Use joins, a CTE, and aggregation to rank the top 5 products by non-returned revenue in the last 30 days.

Date FunctionsJoinsAggregationsRev
Top Products by Sales RevenueEasy
Practice

Find the top 10 products by total sales revenue using joins, aggregation, and a CTE.

RankingGroup ByAggregationsRev
Handling Missing and Dirty SQL DataMedium

Explain how to profile, clean, and standardize missing or dirty data before analysis.

Data WranglingCase WhenQualityRev
Monthly Sales Aggregation by Product CategoryEasy
Practice
Practice drill

Aggregate monthly sales totals by product category using JOINs, GROUP BY, and date formatting.

WalgreensRevLatentView Analytics
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2
Pipelines15 questions · ~138 min
Data Quality and Schema EvolutionMedium

Approach for handling schema changes and data quality checks in a high-volume data lake pipeline.

schema evolutionData ModelingQualityRev
Real-Time Dashboard Pipeline DesignHard

Approach for building near-real-time dashboard pipelines with streaming, orchestration, and data quality controls.

Stream ProcessingSchedulingDependenciesRev
ETL vs ELT Trade-offsEasy

Compare ETL and ELT, and explain when ELT is the better pipeline pattern.

ETLELTData ModelingRev
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3
More topics3 questions · ~28 min
Time Complexity of Sorting AlgorithmsEasy

Compare common sorting algorithms by best, average, and worst-case time complexity and explain when each is appropriate.

MathArraysSortingRev
Implement Hash Table From ScratchHard

Tests your understanding of core data structures, hashing, and collision handling.

Hash TablesLinked ListsArraysRev
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The finish line: interview-readyComplete all 23 questions plus 1 hands-on drill to finish this plan.