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Updated weekly · Last refresh Aug 30

ShipBob Business Analyst Interview Questions

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

23questions
~3htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
Data Architecture for AnalyticsMedium

Tests understanding of data architecture concepts and how they support reliable analytics.

SubqueriesData WranglingCTEsShipBob
SQL Aggregation FunctionsEasy

Tests practical SQL knowledge for grouping, aggregating, and summarizing business metrics.

Data WranglingGroup ByAggregationsShipBob
Analyze Decision Impact by RegionEasy
Practice
Practice drill

Use joins, CASE WHEN, and date filtering to compare outcome rates before and after a decision.

Data WranglingDiagnosisAggregationsHarbourVest Partners
Top Customers by Net SalesMedium
Practice
Practice drill

Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.

SubqueriesJoinsData WranglingGain DigitalTCSZest AI
Unify CRM and Google Analytics ViewHard
Practice
Practice drill

Merge CRM orders with GA events via an identity map to build a customer-level view using joins, window functions, and monthly rollups.

SubqueriesJoinsData WranglingArtefact
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2
Metrics4 questions · ~32 min
Identify Key Performance MetricsMedium

Tests ability to derive KPIs from data and align them to business goals.

KPIsLeading IndicatorsDiagnosisShipBob
Design a Metrics DashboardHard

Tests dashboard design skills, metric selection, and usability for stakeholders.

North Star MetricKPIsDiagnosisShipBob
Diagnose a 20% Sales DropMedium

Tests structured root-cause analysis using metrics, segmentation, and validation.

Funnel AnalysisLeading IndicatorsDiagnosisShipBob
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3
Behavioral & Leadership12 questions · ~96 min
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4
More topics3 questions · ~24 min
Integrating New Analytics ToolsMedium

Tests execution planning, integration tradeoffs, and stakeholder alignment for analytics tooling.

Trade-offsRisk AssessmentScope ManagementShipBob
Global Supply Chain ModelsHard

Assesses strategy thinking and operational understanding relevant to ShipBob's fulfillment and logistics.

process improvementsupply chainShipBob
Prioritizing Multiple RequestsMedium

Evaluates prioritization, planning, and tradeoff decisions under competing demands.

time managementPrioritizationShipBob

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