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Prep plan
Updated weekly · Last refresh Sep 20

ClickUp Product Growth Analyst Interview Questions

The questions to prepare for a ClickUp Product Growth Analyst interview. Questions from real interview reports rank first. Updated daily.

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~3htotal time
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1
Statistics & ProbabilityStart here. 3 questions · ~27 min
Seasonality Impact on Growth MetricsMedium

Reason about how seasonality changes growth metrics and how to separate it from real trend.

CorrelationDiagnosisTime SeriesClickUp
Correlation Versus Causation in AnalysisEasy

Explain why correlated customer behaviors do not by themselves prove a causal effect, and how you would tell the difference.

CorrelationHypothesis TestingCausal InferenceClickUp
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2
A/B Testing & Experimentation4 questions · ~36 min
Lift Conversion but Hurt RetentionHard

An experiment increases conversion but lowers retention; assess whether the trade-off is real and whether the change should ship.

ExperimentationCausal InferenceGuardrail MetricsClickUp
A/B Test Sample Size and DurationMedium

Evaluates experiment design choices that ensure valid statistical conclusions.

experiment designStatistical SignificanceA/B TestingClickUp
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3
Product Sense3 questions · ~27 min
Improving Stickiness in CollaborationMedium

Assesses ability to identify and apply growth levers to increase retention.

user engagementClickUp
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4
Behavioral & Leadership4 questions · ~36 min
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5
More topics4 questions · ~36 min
Calculate 30-Day User RetentionHard
Practice

Use CTEs, joins, and date filtering to calculate 30-day retention by signup cohort from login and feature usage data.

Window FunctionsDate FunctionsAggregationsClickUp
Improving LTV/CAC StrategyMedium

Tests growth strategy for improving unit economics and long-term profitability.

ltv/cacproduct improvementstrategyClickUp
Structure Retention Cohort AnalysisMedium

Explain how to structure a cohort retention query using cohort assignment, period offsets, and aggregation in PostgreSQL.

Date FunctionsCTEsGroup ByClickUp
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 18 questions plus 2 hands-on drills to finish this plan.