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SAP Labs Data Engineer Interview Questions

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

13questions
~2htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
Optimizing Slow PostgreSQL Research QueriesMedium

Explain how you diagnosed and optimized a slow PostgreSQL query using execution plans, indexing, and query rewrites.

JoinsData WranglingAggregationsSSAP Labs
Write a Simple SQL QueryEasy

Evaluates practical SQL fundamentals and query correctness.

leetcodesql querySSAP Labs
Relational Database ArchitecturesMedium

Tests understanding of relational database design tradeoffs and performance implications.

relational databasesData Structuresdatabase architectureSSAP Labs
Top 5 Products by Revenue Per RegionMedium
Practice
Practice drill

Rank the top five SAP product offerings per region using joins, aggregation, CTEs, and ROW_NUMBER.

sql queriesdata extractionSSAP Labs
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
Top Customers by Net SalesMedium
Practice
Practice drill

Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.

SubqueriesJoinsData WranglingGain DigitalTCSZest AI
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2
Pipelines6 questions · ~48 min
Data Cleaning in ETL PipelinesEasy

Approach for cleaning and preparing raw data inside an ETL pipeline.

Data WranglingETLQualitySSAP Labs
Maintainable Modular Data SystemsMedium

Assesses engineering practices that improve long-term maintainability and reuse.

maintainabilitySSAP Labs
Handling Enterprise Data ModelingMedium

Assesses your approach to scalable, maintainable data models for enterprise systems.

data architectureData ModelingSSAP Labs
Building and Managing OntologiesMedium

Assesses your ability to model domain knowledge and maintain ontology-driven data systems.

data managementdata architectureSSAP Labs
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3
Behavioral & Leadership3 questions · ~24 min
Disagreeing on a Technical DirectionMedium

Tests conflict resolution and influence during technical disagreement, including how you challenge decisions and commit after alignment.

Influence Without AuthorityConflict ResolutionteamworkSSAP Labs
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The finish line: interview-readyComplete all 13 questions plus 3 hands-on drills to finish this plan.