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Updated weekly · Last refresh Sep 9

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. 31 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 Manipulation12 questions + 3 drills · ~127 min
3
Coding7 questions · ~57 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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