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vConstruct Interview Questions

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

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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~45 min
2
A/B Testing & Experimentation3 questions · ~25 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchvvConstruct
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingvvConstruct
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3
Metrics3 questions · ~25 min
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsvvConstruct
Identifying Metric DropsMedium

Evaluates end-to-end investigation from raw events to pinpointing drivers of change.

Data AnalysisvvConstruct
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4
Behavioral & Leadership13 questions · ~110 min
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5
More topics3 questions · ~25 min
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valuevvConstruct
Ensure Statistical SignificanceMedium

Tests your approach to achieving reliable inference in experiments.

experiment designStatistical SignificancevvConstruct
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The finish line: interview-readyComplete all 25 questions plus 2 hands-on drills to finish this plan.