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Guidewire Software Data Scientist Interview Questions

The questions to prepare for a Guidewire Software Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

41questions
~6htotal time
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1
SQL & Data ManipulationStart here. 8 questions · ~71 min
Rolling Average with SQL WindowsMedium
Practice

Calculate each active RpmGlobal Enterprise Planning user's 30-day rolling average of daily activity.

GGuidewire Software
Rolling Average Processing TimesMedium
Practice

Use a windowed average to track recent ClaimCenter claim processing times by claim type.

Window FunctionssqlGGuidewire Software
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2
Machine Learning4 questions · ~36 min
Feature Selection for ML ModelsMedium

Choose useful features for a supervised model and avoid overfitting, leakage, and unstable predictors.

Cross-ValidationFeature EngineeringBias-Variance TradeoffGGuidewire Software
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3
A/B Testing & Experimentation8 questions · ~71 min
Pricing Page Experiment DesignHard

Design an end-to-end A/B test for a pricing page, including MDE, guardrails, analysis plan, and a ship decision.

Guardrail MetricsSample SizeA/B TestingGGuidewire Software
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4
Statistics & Probability6 questions · ~53 min
Statistical Foundations for ModelingMedium

Assesses statistical foundations and their practical use in modeling and validation.

statisticsGGuidewire Software
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5
Product Sense5 questions · ~44 min
Balance Product Health and OptimizationMedium

Evaluates product-oriented tradeoff thinking for sustainable outcomes.

long-term strategyoptimizationGGuidewire Software
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6
Behavioral & Leadership7 questions · ~62 min
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7
More topics3 questions · ~27 min
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisGGuidewire Software
ROC, AUC, and Regression ConceptsMedium

Assesses understanding of core model evaluation metrics and regression assumptions.

GGuidewire Software
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