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Updated weekly · Last refresh Aug 30

ACME House Customer Insights Analyst Interview Questions

The questions to prepare for a ACME House Customer Insights Analyst interview. Questions from real interview reports rank first. Updated weekly.

50questions
~9htotal time
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1
SQL & Data ManipulationStart here. 10 questions · ~107 min
Compare User Retention by CohortHard
Practice

Use CTEs, joins, and month-based aggregation to calculate cohort retention over time from signup and activity data.

Window FunctionsDate FunctionsCTEsACME House
Analyze Customer Purchase Trends with Window FunctionsEasy
Practice

Calculate the monthly spending trends for customers using window functions and joins.

ACME House
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2
A/B Testing & Experimentation7 questions · ~75 min
Power Analysis for Survey ExperimentHard

Determine sample size and power for a customer survey or experiment, including MDE, guardrails, and a disciplined decision rule.

MDEPower AnalysisSample SizeACME House
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3
Product Sense10 questions · ~107 min
Choose Survey or Usage DataMedium

Framework for choosing surveys, product usage data, or both based on the customer question and the decision to be made.

User ResearchUser NeedsPain PointsACME House
Use Customer Data for CampaignsMedium

Decide how to use customer data to inform a marketing campaign choice.

User SegmentsUser NeedsValue PropositionACME House
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4
Metrics10 questions · ~107 min
Segment Customers for KPI AnalysisMedium

Explain how to segment customer data so KPI differences reveal meaningful customer groups and business actions.

User SegmentsKPIDiagnosisACME House
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5
Statistics & Probability10 questions · ~107 min
Campaign Impact on Customer BehaviorHard

Assess whether a campaign caused a real change in customer behavior, separating signal from normal variation and timing effects.

RegressionHypothesis TestingCausal InferenceACME House
Correlation Versus Causation in RetentionEasy

Use subgroup analysis and a two-proportion test to show that an overall retention correlation does not by itself establish causation.

CorrelationHypothesis TestingCausal InferenceACME House
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6
Behavioral & Leadership3 questions · ~32 min
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