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Updated weekly · Last refresh Aug 30

Upstart Network Data Analyst Interview Questions

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

16questions
~2htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
Choosing Join Types for FunnelsEasy

Tests SQL join fundamentals and correct usage for funnel analysis.

Funnel AnalysisJoinssqlUpstart Network
Optimizing Slow SQL QueriesHard

Tests ability to diagnose and improve SQL performance on large-scale transactional data.

Performance TuningsqltransactionsUpstart Network
Finding Default Drivers FastMedium

Tests rapid analytical thinking and identifying key drivers of credit risk from repayment data.

financial dataDiagnosisUpstart Network
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
Retention Cohorts With Complex JoinsHard
Practice
Practice drill

Build twelve-month Twitch viewer retention cohorts with CTEs, joins, date offsets, and conditional aggregation.

JoinssqlCohort AnalysisTwitch
Top Purchases Per CategoryMedium
Practice
Practice drill

Use ROW_NUMBER and a user join to find the three highest completed AARP Rewards purchases per user category.

Data AnalysissqltransactionsAARPInsight GlobalSony
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2
Metrics4 questions · ~32 min
Tracking Borrower RetentionMedium

Tests ability to define and track retention and engagement metrics relevant to lending lifecycle.

RetentionCohort AnalysisEngagement MetricsUpstart Network
Measuring Loan Funnel Feature SuccessMedium

Tests metric selection and measurement design for improving loan funnel performance at Upstart Network.

product metricsFunnel Analysiskpi hierarchyUpstart Network
Diagnosing Conversion DropMedium

Tests structured troubleshooting using funnel, conversion, and operational metrics for Upstart Network.

Conversion RateLeading IndicatorsDiagnosisUpstart Network
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3
Behavioral & Leadership6 questions · ~48 min
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4
More topics2 questions · ~16 min
A/B Test for Underwriting UIHard

Tests experimental design skills, including metrics, segmentation, and guardrails for underwriting changes.

experiment designGuardrail Metricsprimary metricsUpstart Network
Analyzing A/B Test DataHard

Evaluates your ability to analyze experiment results and draw reliable conclusions from A/B test data.

Data AnalysisA/B TestingUpstart Network
The finish line: interview-readyComplete all 16 questions plus 3 hands-on drills to finish this plan.