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Prep plan
Updated weekly · Last refresh Oct 17

Upstart Data Analyst Interview Questions

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

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Diagnose a Conversion DropHard

Investigate whether a conversion drop came from product friction, traffic mix, or an experiment artifact.

Funnel AnalysisConversion RateDiagnosisUpstart
Landing Page Conversion Test DesignMedium

Design a landing-page A/B test with clear metrics, power, and significance criteria while guarding against common experiment pitfalls.

Statistical SignificanceSample SizeA/B TestingUpstart
Measuring Funnel Feature SuccessMedium

Define metrics and an experiment plan to determine whether a new Upstart loan application feature reduces funnel drop-off.

Metricsfeature evaluationFeature PrioritizationUpstart
Handling Skewed Missing DataHard

Choose imputation, transformation, and sensitivity-analysis methods for missing and highly skewed credit scores in Upstart regression models.

DistributionsBiasRegressionUpstart
SQL or Python Fraud Anomaly DetectionMedium
Practice

Identify potentially fraudulent loan applications by combining repeated applicants, shared identifiers, and income inconsistencies.

fraud detectionData Wranglingdata anomalyUpstart
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
Thinking About Product ProfitabilityMedium

Define product profitability, calculate it from revenue and costs, and explain which cost layers and unit economics matter.

KPI developmentKPIprofitabilityUpstart
SQL Retention for Repeat BorrowersMedium
Practice

Calculate monthly retention for Upstart borrowers with at least two funded loans using date-based aggregation.

Date FunctionsRetentionJoinsUpstart

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