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Updated weekly · Last refresh Aug 30

Pearl Business Analyst Interview Questions

The questions to prepare for a Pearl Business Analyst interview. Questions from real interview reports rank first. Updated weekly.

23questions
~3htotal time
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1
MetricsStart here. 3 questions · ~24 min
Marketing Performance With Missing AttributionHard

Tests measurement strategy, handling incomplete data, and deriving defensible conclusions.

attributioncampaign performancedata integrityPearl
Churn Increase Business CaseMedium

Tests problem structuring, root-cause analysis, and business case development.

RetentionChurnDiagnosisPearl
Resolve Conflicting Metric TrendsMedium

Tests metric interpretation, prioritization, and decision-making under ambiguity.

Decision MakingDiagnosiskpi hierarchyPearl
2
Execution3 questions · ~24 min
Operational Efficiency MetricsMedium

Tests KPI selection, cross-team operational thinking, and practical measurement planning.

cross-functionalMetricsoperational efficiencyPearl
Compensation ExpectationsEasy

Tests compensation alignment for the Security Engineer role.

Trade-offsScope ManagementPearl
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3
Behavioral & Leadership14 questions · ~112 min
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4
More topics3 questions · ~24 min
Estimate Digital Product Market SizeHard

Estimate the market size for a new digital product opportunity using a structured TAM, SAM, SOM approach.

EstimationTAM/SAM/SOMMarket SizingPearl
Explain R-Squared SimplyMedium

Evaluates your ability to communicate statistical concepts clearly to non-technical stakeholders.

Pearl
SQL and Data Problem SolvingHard

Tests your ability to use SQL to manipulate data and derive business insights.

statisticssqlPearl

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Identify Funnel Bottlenecks in OnboardingHard
Practice
Practice drill

Use joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.

Funnel AnalysissqlDiagnosisAtlassianRevolut
SQL Duplicate Record DetectionEasy
Practice
Practice drill

Find duplicate American Institutes for Research assessment submissions using a CTE, GROUP BY, HAVING, and joins.

deduplicationsqldata integrityAmerican Institutes for ResearchMacy's
SQL Missing Marks RuleEasy
Practice
Practice drill

Use GROUP BY and HAVING to exclude students missing marks in two or more subjects.

data cleaningsqlPayPal
The finish line: interview-readyComplete all 23 questions plus 3 hands-on drills to finish this plan.