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Leyton Interview Questions

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

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1
A/B Testing & ExperimentationStart here. 4 questions · ~35 min
Compute A/B Test Sample SizeHard

Determine the sample size needed to detect a meaningful A/B test effect at a chosen significance level and power.

experiment designMDEStatistical SignificanceLLeyton
Mitigating Experimentation PitfallsHard

Identify major online experimentation pitfalls and explain practical mitigations for SRM, network effects, peeking, and novelty.

experiment designNetwork InterferenceNetwork EffectsLLeyton
Considerations for A/B Test DesignHard

Design a feature experiment with clear hypotheses, metrics, power, randomization, analysis rules, and safeguards against common pitfalls.

experiment designconsiderationsGuardrail MetricsLLeyton
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2
Behavioral & Leadership12 questions · ~105 min
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3
More topics5 questions · ~44 min
SQL Window Functions for TrendsMedium
Practice

Calculate three-day rolling user activity averages and classify behavior trends with SQL window functions.

null handlingData ManipulationAggregationsLLeyton
Define Metrics for New FeaturesMedium

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

MetricsFeature Prioritizationuser valueLLeyton
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceLLeyton
Investigate Sudden KPI DropsHard

Build a structured process to validate, decompose, and explain a sudden KPI decline before recommending action.

analyticsFunnel AnalysisKPIsLLeyton
Balance Short-Term and Long-Term ValueHard

Explain how to optimize near-term product outcomes without sacrificing long-term user trust, retention, and value.

product metricsTrade-offsFeature PrioritizationLLeyton

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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
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