Top 20
Prep plan
Updated weekly · Last refresh Oct 17

SMX Data Engineer Interview Questions

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

20questions
~3htotal time
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1
PipelinesStart here. 11 questions · ~96 min
Visualization Tools for Analytics PipelinesEasy

Discuss which visualization tools fit different analytics pipeline needs, and why warehouse integration and monitoring matter.

ToolsData ModelingQualitySMX
Handling a Production Pipeline FailureEasy

Describe a real production pipeline failure, how you diagnosed and fixed it, and what changes you made around orchestration, quality, and reruns.

InfrastructureIdempotencyQualitySMX
Design Real-Time Operations Dashboard PipelineHard

Design a pipeline for a real-time operational dashboard, covering streaming ingestion, modeling, data quality, and dashboard serving.

InfrastructureStream ProcessingQualitySMX
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2
SQL & Data Manipulation7 questions + 2 drills · ~81 min
Optimize SQL Query PerformanceHard
Practice

Optimize a PostgreSQL reporting query by reducing intermediate rows, using appropriate joins, and calculating monthly performance efficiently.

database optimizationdatabase managementindexesSMX
Improving a Slow ReportMedium

Tests your approach to diagnosing bottlenecks and improving report performance using SQL and data techniques.

Window FunctionsJoinsAggregationsSMX
Deduplicating Records AlgorithmMedium

Tests your ability to design correct deduplication logic and handle edge cases in data pipelines.

Hash TablesJoinsData WranglingSMX
Handling Missing DataEasy
Practice
Practice drill

Replace missing sales fields with defined defaults and return a consistently ordered dataset.

missing valuesdata cleaningnull handlingUniversity of MinnesotaThe Home DepotNationwide
SQL Top 10 Products by SalesEasy
Practice
Practice drill

Aggregate completed SMX product sales and return the top 10 products by units sold.

RankingGroup ByAggregationsSMXBellEaze
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3
More topics2 questions · ~17 min
Implementing Graph or Tree StructuresMedium

Tests your fundamentals of data structures and your ability to implement them correctly in code.

RecursionTreesGraphsSMX
Transforming Datasets Between FormatsEasy

Tests your coding ability to implement reliable data transformations with correct schema handling.

Hash TablesArraysStringsSMX
The finish line: interview-readyComplete all 20 questions plus 2 hands-on drills to finish this plan.