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Updated weekly · Last refresh Aug 30

Upstart Network Business Analyst Interview Questions

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

25questions
~3htotal time
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1
MetricsStart here. 3 questions · ~24 min
Measuring Automated Loan Approval SuccessMedium

Tests your ability to define success metrics and evaluate impact of automation on lending outcomes.

Success Criteriakpi hierarchyUpstart Network
Diagnosing a 10% Conversion DropMedium

Tests your diagnostic approach using funnel and performance metrics to find root causes.

Funnel AnalysisConversion RateDiagnosisUpstart Network
Borrower Behavior Metrics Over TimeMedium

Tests your ability to define and track behavioral metrics tied to credit performance and risk.

RetentionCohort AnalysisUpstart Network
2
Behavioral & Leadership18 questions · ~144 min
Cross-Team Collaboration Under PressureEasy

Tests teamwork and collaboration through communication, stakeholder alignment, and ownership in a cross-functional analytical setting.

Conflict ResolutionCommunicationLeadershipUpstart Network
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3
More topics4 questions · ~32 min
Independent Events and Risk OutcomesMedium

Tests your ability to reason with probability concepts relevant to risk modeling and decisioning.

Conditional ProbabilityUpstart Network
Investigating Lending Funnel BottlenecksMedium

Tests structured problem solving and operational analytics for improving loan funnel performance.

process improvementExecutionbottlenecksUpstart Network
SQL for Nested Unstructured TablesMedium

Tests your SQL skills for complex schemas and your ability to transform messy data.

sqlUpstart Network
Experiment Design for Risk-TieringHard

Tests experimental design thinking for validating risk-tiering changes with measurable outcomes.

experiment designrisk modelingA/B TestingUpstart Network

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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
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankRevolutChime
Monthly Retention Cohort AnalysisHard
Practice
Practice drill

Build monthly signup cohorts with CTEs and joins to calculate month 0-2 retention for a self-serve product.

Data Analysisuser retentionCohort AnalysisRed VenturesBILLOpenAI
The finish line: interview-readyComplete all 25 questions plus 3 hands-on drills to finish this plan.