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CapTech Data Engineer Interview Questions

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

Star vs Snowflake SchemaEasy

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

snowflake schemastar schemaData Modeling
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ETL vs ELT Trade-offs
Easy

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

ETLELTData Modeling
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Consistency Across Data Sources
Medium

Approach for keeping records aligned and trustworthy when multiple source systems feed the same pipeline.

InfrastructureQuality
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Data Lake vs Data Warehouse
Easy

Assesses understanding of cloud data architecture trade-offs and appropriate use cases.

data warehousecloud environments
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Optimizing Slow Sales QueriesEasy

Explain how to diagnose and optimize a slow SQL query using execution plans, indexing, and simpler query patterns.

JoinsData WranglingAggregations
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Cleaning Missing Values
Medium

Tests practical SQL and Python skills for handling missing data in production datasets.

data cleaning
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Joining Tables for Trends
Medium

Tests join strategy and analytical thinking for deriving customer behavior insights.

JoinsData Analysis
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Explaining a Technical Concept Clearly
Easy

Tests communication, ownership, and stakeholder management when translating technical complexity into actionable business understanding.

Problem SolvingData Structurestechnical fundamentals
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