Top 25
Prep plan
Updated weekly · Last refresh Oct 17

VTG Data Engineer Interview Questions

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

25questions
~4htotal time
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1
CodingStart here. 4 questions · ~35 min
Merge Two Sorted ArraysEasy
Practice

Merge two sorted arrays into one sorted array using a two-pointer linear scan.

ArraysSortingTwo PointersVTG
Python Data Cleaning ScriptMedium

Tests practical data cleaning skills and ability to implement robust transformations.

Hash TablesArraysStringsVTG
Efficient Data Retrieval Data StructureMedium

Tests your ability to choose and implement appropriate data structures for performance requirements.

Hash TablesSearchingTreesVTG
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2
Pipelines13 questions · ~114 min
Secure DevOps Data PipelinesMedium

Approach for embedding security controls into data pipeline delivery, orchestration, and operations.

InfrastructureOrchestrationQualityVTG
Debugging Production Data PipelinesMedium

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

InfrastructureToolsQualityVTG
Real-Time Dashboard Data PipelineMedium

Design a streaming pipeline that keeps dashboard data fresh and accurate for operational reporting.

InfrastructureStream ProcessingOrchestrationVTG
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3
Behavioral & Leadership6 questions · ~53 min
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4
More topics2 questions · ~18 min
Optimize a Database QueryMedium

Tests practical SQL tuning experience and measurable performance improvements.

Window FunctionsJoinsAggregationsVTG
SQL Query for Complex SchemaMedium

Tests your SQL skills for querying and extracting data from complex schemas.

sql querydata extractionVTG
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 25 questions plus 3 hands-on drills to finish this plan.