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Zulily Interview Questions

The questions to prepare for Zulily interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 6 questions · ~65 min
2
Coding5 questions · ~54 min
Sorting Integers FunctionEasy
Practice

Sort an integer array in ascending order and return the sorted result.

ArraysSortingZulily
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3
Pipelines5 questions · ~54 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityZulily
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4
Metrics5 questions · ~54 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsZulily
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5
Product Sense5 questions · ~54 min
Align Product With User NeedsMedium

A framework for connecting user needs to business goals, then making product decisions with clear trade-offs and measurable outcomes.

User NeedsValue PropositionProduct VisionZulily
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6
Execution5 questions · ~54 min
Prioritize Work for a Product TeamEasy

Decide what work to do now, later, or never when roadmap pressure exceeds team capacity.

Trade-offsRoadmappingPrioritizationZulily
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7
More topics19 questions · ~206 min
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchZulily
Design Feature Drift Monitoring SystemHard

Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.

Feature StoreFeature DriftModel ServingZulily
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