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Updated weekly · Last refresh Oct 17

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 daily.

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1
MetricsStart here. 4 questions · ~32 min
Thinking About Product ProfitabilityMedium

Evaluates your approach to defining metrics and reasoning about profitability using data.

profitabilityUpstart Network
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
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2
SQL & Data Manipulation4 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
SQL for Enrollment Funnel Drop-OffMedium
Practice
Practice drill

Measure patient losses between Amgen enrollment stages and calculate each stage's drop-off rate.

Funnel Analysisnull handlingJoinsAmgen
Sales Funnel SQL AnalysisMedium
Practice
Practice drill

Calculate Synthesia funnel stage counts, conversion rates, and drop-off percentages using aggregation and window functions.

Funnel AnalysisJoinsConversion RateSynthesia
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3
Behavioral & Leadership5 questions · ~40 min
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4
More topics2 questions · ~16 min
Analyzing A/B Test DataHard

Analyze supplied A/B test data, define metrics, quantify uncertainty, diagnose validity issues, and recommend a launch decision.

experiment designMDEData AnalysisUpstart Network
A/B Test for Underwriting UIHard

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

experiment designGuardrail Metricsprimary metricsUpstart Network

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