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Skan.ai Interview Questions

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

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1
A/B Testing & ExperimentationStart here. 3 questions · ~26 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 SignificanceSSkan.ai
Mitigating Experimentation PitfallsHard

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

experiment designNetwork InterferenceNetwork EffectsSSkan.ai
Assessing Statistical SignificanceHard

Explain how to select, execute, and interpret statistical significance tests for A/B test results.

experiment designGuardrail MetricsData AnalysisSSkan.ai
2
Behavioral & Leadership15 questions · ~128 min
Five-Year Growth PlanEasy

Tests career direction, self-awareness, and whether the candidate has a concrete, ownership-driven plan for growth.

self assessmentcareer growthmotivationSSkan.ai
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3
More topics4 questions · ~34 min
SQL Rolling Average WindowEasy
Practice

Calculate monthly IRS return processing averages and three-month rolling averages with a window function.

Data ManipulationSSkan.ai
Define Metrics for New FeaturesMedium

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

MetricsFeature Prioritizationuser valueSSkan.ai
Zero-Downtime Database MigrationsHard

Design an expand-contract migration workflow that preserves availability, compatibility, consistency, and rollback safety for a high-traffic database.

monitoringdatabaseschema evolutionSSkan.ai
Diagnose Engagement DropHard

Diagnose a sudden decline in EarnIn engagement by separating data issues, product changes, user behavior, and external causes.

product analysisMetricsData AnalysisSSkan.ai

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