Top 21
Prep plan
Updated weekly · Last refresh Aug 30

Stackadapt Data Engineer Interview Questions

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

21questions
~4htotal time
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1
CodingStart here. 12 questions · ~139 min
O(1) Insert Delete Random SetEasy
Practice

Implement a set-like structure using an array and hash map to support insert, delete, and random access in average O(1) time.

Hash TablesArraysData StructuresStackadapt
Rolling Average Over Data StreamEasy
Practice

Compute rolling averages over a stream using a fixed-size sliding window and queue in O(1) update time.

Stream ProcessingSliding Windowperformance analysisStackadapt
Probability of Coin HeadsMedium
Practice

Compute the probability that a target coin is heads given observed outcomes and an exact total number of heads using dynamic programming.

logicprobabilityStackadapt
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2
Pipelines3 questions · ~35 min
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 processinglatencyStackadapt
Visualizing Late and Out-of-Order StreamsHard

Approach for visualizing streaming data when events arrive late, out of order, or with uneven latency.

Stream ProcessingData WranglingIdempotencyStackadapt
Schema Design for Ad-Tracking DataHard

Tests system design trade-off analysis for scalable, low-latency ad-tracking data pipelines at Stackadapt.

performanceCloudData ModelingStackadapt

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3
Behavioral & Leadership5 questions · ~58 min
Owning a Pipeline Performance FixMedium

Tests ownership in diagnosing and fixing a slow data pipeline, with emphasis on root-cause analysis, communication, and measurable impact.

data pipelinesOwnershipPrioritizationStackadapt
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4
More topics1 question · ~12 min
How B-Tree Indexing WorksMedium

Tests understanding of indexing internals and how they impact query performance.

bstperformancedata integrityStackadapt
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 21 questions plus 3 hands-on drills to finish this plan.