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Updated weekly · Last refresh Nov 2

Top 50 data pipeline Interview Questions

The most frequently asked data pipeline questions across all roles and companies, ranked by real interview frequency. Updated daily.

50questions
~8htotal time
526companies covered
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1
SQL & Data ManipulationStart here. 6 questions · ~59 min
Optimize a Slow SQL QueryMedium
Practice
Recently asked

Optimize a Boeing maintenance query that joins work orders and events, aggregates labor, and filters completed aircraft work.

data pipelinePerformance Tuningdatabase optimizationBoeing
Optimizing SQL and Data PipelinesMedium
Practice
Recently asked

Explain how to reduce latency and memory use in a slow SQL query or pipeline.

data pipelinePerformance Tuningdatabase optimizationJpmorgan Chase &
Data Quality in High-Volume PipelinesHard
Practice

Audit pipeline batches for count mismatches, nulls, duplicates, and invalid values using PostgreSQL aggregation.

Data Qualitydata pipelinedata accuracyFactored
Build Compliant Marketing Data PipelinesHard
Practice

Audit marketing events for data-quality and privacy violations using PostgreSQL CTEs, joins, window functions, and conditional issue classification.

Data Qualitydata pipelinenull handlingMeta
Optimize Slow Query or PipelineMedium
Practice

Optimize a PostgreSQL aggregation pipeline by filtering early, reducing join volume, and returning the highest-value active accounts.

data pipelinedatabase optimizationJoinsApple
Balancing Imbalanced Multi-Label DataHard
Practice

Compute inverse-frequency image weights and select a balanced mini-batch from multi-label image data.

data pipelinedata preparationData ManipulationAdobe

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2
Pipelines37 questions · ~362 min
Design an End-to-End Data PipelineMedium
Recently asked

Approach for designing an end-to-end data pipeline from ingestion through transformation, storage, and downstream consumption.

data pipelinedesigningestionGloballogicII8IS - Infiniti Software SolutionsE15 Group
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3
System Design4 questions · ~39 min
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4
More topics3 questions · ~29 min
Streaming Data Pipeline OptimizationHard
Practice

Pack deduplicated token records into complete fixed-size blocks without loading duplicate records or incomplete output blocks.

data pipelinededuplicationArraysNNscale
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