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Farmers Insurance Group Data Scientist Interview Questions

The questions to prepare for a Farmers Insurance Group Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
Model EvaluationStart here. 3 questions · ~24 min
Validate Model Before DeploymentMedium

Approach for validating a machine learning model before deployment, from offline testing to threshold and calibration checks.

Cross-ValidationAccuracyThreshold TuningFarmers Insurance Group
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2
Machine Learning10 questions · ~80 min
Handling MulticollinearityMedium

Tests statistical techniques for stabilizing estimates and improving model interpretability.

linear regressionModel EvaluationFarmers Insurance Group
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3
Statistics & Probability9 questions · ~72 min
Statistical SignificanceMedium

Tests your understanding of hypothesis testing, p-values, and interpreting results correctly.

Data AnalysisStatistical SignificanceFarmers Insurance Group
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4
SQL & Data Manipulation4 questions + 3 drills · ~62 min
Using SQL Window FunctionsMedium

Tests proficiency with window functions for analytics and feature construction.

Window FunctionsData AnalysissqlFarmers Insurance Group
SQL Window Functions Moving AverageMedium
Practice
Practice drill

Calculate a three-day moving average of active-client revenue using aggregation and SQL window functions.

Window FunctionsData AnalysissqlAAreteMITREGlassdoor
Rolling 7-Day Incident AverageMedium
Practice
Practice drill

Calculate a calendar-aware 7-day average of Samsara incident counts using CTEs and window functions.

Window FunctionsData AnalysissqlSamsara
Rolling 7-Day Average in SQLMedium
Practice
Practice drill

Calculate calendar-aware 7-day sensor anomaly averages per Mercedes-Benz vehicle using daily aggregation and window functions.

Window FunctionsData AnalysissqlMercedes-Benz Group
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5
Metrics5 questions · ~40 min
Designing an Engagement MetricMedium

Tests metric design, operationalization, and alignment with business goals for insurance products.

product metricsuser engagementFarmers Insurance Group
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6
A/B Testing & Experimentation4 questions · ~32 min
Pitfalls in A/B TestingMedium

Tests experimental design judgment and awareness of bias, validity, and interpretation issues.

experiment designA/B TestingFarmers Insurance Group
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7
More topics15 questions · ~120 min
Predicting Churn or Claims Case StudyHard

Tests end-to-end modeling approach for high-impact insurance and customer outcomes.

predictive modelingcase studyFarmers Insurance Group
Data Privacy and SecurityMedium

Tests your ability to protect sensitive data and align with security best practices.

best practicesdata securitydata privacyFarmers Insurance Group
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.