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Updated weekly · Last refresh Oct 17

Progressive Insurance Data Analyst Interview Questions

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

36questions
~5htotal time
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1
MetricsStart here. 3 questions · ~25 min
Diagnose a Customer Satisfaction DropMedium

Investigate a sudden drop in customer satisfaction and separate leading signals from the final NPS readout.

NPSLeading IndicatorsDiagnosisProgressive Insurance
Using Dashboards to Read KPIsEasy

Explain how visualization tools help analysts track KPIs, spot patterns, and support decisions.

KPIsData WranglingDiagnosisProgressive Insurance
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2
Statistics & Probability4 questions · ~34 min
Statistics and Modeling ConceptsHard

Design a statistical and probabilistic framework for estimating insurance risk, pricing uncertainty, and validating decisions at Progressive Insurance.

RegressionprobabilitymodelingProgressive Insurance
Estimate New Product ImpactHard

Tests ability to quantify business impact using historical data and sound assumptions.

RegressionCausal InferenceExpected ValueProgressive Insurance
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3
SQL & Data Manipulation5 questions + 2 drills · ~62 min
Find Trends and InsightsMedium
Practice

Analyze monthly claim trends by state and identify changes that may require investigation.

Window FunctionsLag/LeadJoinsProgressive Insurance
Ensuring Data AccuracyMedium

Tests data quality checks, validation practices, and attention to detail.

Data WranglingAggregationsQualityProgressive Insurance
Analyze Monthly Revenue Trends by Product CategoryMedium
Practice
Practice drill

Calculate monthly revenue trends per product category using aggregations and window functions.

FrontZulilyGoogle
Top Credit Score Applicants by StateMedium
Practice
Practice drill

Identify the highest-credit-score 5% of applicants within each state using percentiles and window ranking.

Window FunctionsJoinsRankingAmerican Credit Acceptance
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4
Behavioral & Leadership22 questions · ~186 min
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5
More topics2 questions · ~17 min
Marketing Campaign A/B Test DesignMedium

Design a marketing campaign experiment with a pre-registered metric plan, power calculation, and ship rule that respects guardrails.

ExperimentationHypothesis TestingA/B TestingProgressive Insurance
Marketing Effectiveness ExperimentMedium

Tests experimental design thinking and measurement of marketing impact.

ExperimentationGuardrail MetricsA/B TestingProgressive Insurance

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