Top 22
Prep plan
Updated weekly · Last refresh Oct 17

Stackadapt Data Engineer Interview Questions

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

22questions
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1
CodingStart here. 13 questions · ~159 min
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
Merge Two Sorted ArraysEasy
Practice

Merge two sorted arrays into one sorted array using a two-pointer linear scan.

ArraysSortingTwo PointersStackadapt
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
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2
Pipelines3 questions · ~37 min
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
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
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 & Leadership4 questions · ~49 min
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4
More topics2 questions · ~24 min
Productionizing ML Pipelines with Data ScientistsMedium

Tests cross-functional collaboration and practical engineering judgment for moving ML from prototype to production.

Communicationdata pipelinescross-functional collaborationStackadapt
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 22 questions plus 3 hands-on drills to finish this plan.