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Updated weekly · Last refresh Aug 30

Upstart Business Analyst Interview Questions

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

16questions
~2htotal time
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1
Statistics & ProbabilityStart here. 3 questions · ~25 min
Correlation Versus Causation ExplanationMedium

Explain why correlation measures association, while causation requires evidence that changing one variable changes the other.

CorrelationCausal InferenceCommunicationUpstart
A/B Test Significance for LendingMedium

Tests statistical reasoning for evaluating borrower funnel experiments at Upstart.

experiment designStatistical SignificanceA/B TestingUpstart
Independent vs Dependent EventsEasy

Tests foundational probability understanding and event dependency reasoning.

probabilityExpected ValueConditional ProbabilityUpstart
2
Behavioral & Leadership10 questions · ~83 min
Influencing a Non-Finance PartnerMedium

Tests influence without authority by using financial analysis and tailored communication to change a non-finance stakeholder's decision.

Influence Without AuthorityStakeholder Managementdata-driven decisionsUpstart
Resolving Conflicting Stakeholder PrioritiesMedium

Tests conflict resolution across stakeholders, including prioritization, influence without authority, and outcome ownership.

cross-functionalConflict ResolutionStakeholder ManagementUpstart
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3
More topics3 questions · ~25 min
Data Integrity When Merging SourcesMedium

Tests data quality practices for reliable analytics and reporting.

Data WranglingReconciliationdata integrityUpstart
Portfolio Yield Impact ModelingMedium

Tests analytical modeling to connect credit risk changes to portfolio yield outcomes.

risk analysisportfolioprofitabilityUpstart
SQL for Business Problem SolvingMedium

Tests SQL proficiency and ability to translate business needs into queries.

Data WranglingperformancesqlUpstart

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Unify Campaign Performance SourcesMedium
Practice
Practice drill

Use CTEs, joins, aggregations, and CASE logic to combine Salesforce, Marketo, and Google Analytics into one monthly campaign report.

Data WranglingperformanceReconciliationPalo Alto Networks
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
Clean Null Campaign MetricsEasy
Practice
Practice drill

Use CASE and COALESCE to standardize missing StackAdapt campaign metrics and count incomplete rows by campaign.

null handlingData WranglingReconciliationStackadaptCvent
The finish line: interview-readyComplete all 16 questions plus 3 hands-on drills to finish this plan.