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Ebiquity Interview Questions

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

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1
MetricsStart here. 3 questions · ~29 min
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisEEbiquity
Diagnosing a 10% Metric DropHard

Build a systematic process to validate, decompose, and explain a sudden 10% drop in core engagement.

root cause analysisDiagnosisdiagnostic processEEbiquity
Designing an Engagement Product MetricHard

Design a defensible NPCI user engagement metric that captures meaningful usage, repeat behavior, and product value.

product metricsKPI developmentmetric selectionEEbiquity
2
Behavioral & Leadership3 questions · ~29 min
Explaining a Technical Concept ClearlyEasy

Tests communication, ownership, and stakeholder management when translating technical complexity into actionable business understanding.

Problem SolvingData Structurestechnical fundamentalsEEbiquity
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3
More topics4 questions · ~38 min
SQL Window FunctionsHard
Practice

Calculate monthly user totals, running totals, and time-based rankings with PostgreSQL window functions.

Window FunctionsDate FunctionsData ManipulationEEbiquity
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 MismatchEEbiquity
Statistical Significance in Business DecisionsEasy

Explain what statistical significance means, how p-values and confidence intervals support decisions, and why significance alone is not enough.

Hypothesis TestingStatistical SignificanceP-ValuesEEbiquity
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 SignificanceEEbiquity

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