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Updated weekly · Last refresh Nov 6

Block Data Engineer Interview Questions

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

50questions
~7htotal time
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1
PipelinesStart here. 29 questions · ~252 min
Choose Kafka vs FlinkEasy

Design a streaming pipeline and justify when Kafka, Flink, or both should be used for ingestion, stateful processing, replay, and low-latency delivery.

Stream ProcessingOrchestrationDependenciesBlock
Fraud Detection Batch vs StreamingMedium

Design a fraud pipeline that compares batch, streaming, and hybrid architectures for 120K tx/sec with sub-300 ms decisions and reconciled hourly tables.

Stream ProcessingETLBatch ProcessingBlock
Design High-Throughput Event PipelineHard

Design a real-time event pipeline that can handle millions of events per second with sub-second latency.

data pipelineevent processinglatencyBlock
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2
SQL & Data Manipulation13 questions + 2 drills · ~133 min
Dimensional Modeling for Storage and RetrievalMedium

Tests dimensional modeling choices that improve storage efficiency and query performance.

JoinsData WranglingAggregationsBlock
Bottleneck Diagnosis and Query OptimizationHard

Tests performance debugging and physical design techniques for SQL workloads.

JoinsData WranglingAggregationsBlock
Optimize a Slow Snowflake JoinHard

Tests your query optimization skills for large-scale joins, including execution planning and physical design.

JoinsData Wranglingquery optimizationBlock
Tournament Win CountsHard
Practice
Practice drill

Compare two players' tournament win totals with aggregations, joins, and tie handling.

JoinsData ManipulationAggregationsBlock
SQL for Weekly Site PerformanceMedium
Practice
Practice drill

Use CTEs, date aggregation, joins, and LAG to compare completed task volume and turnaround time by Diligent Robotics site.

Window FunctionsDate FunctionsGroup ByDiligent RoboticsBlock
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3
Coding8 questions · ~70 min
Clean Code for Large Dataset ManipulationMedium

Tests code quality and efficiency for large-scale data transformations.

Hash TablesArraysStringsBlock
Resilient Financial Data HandlingMedium

Tests defensive coding practices for data quality issues in financial pipelines.

Hash TablesArraysStringsBlock
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.