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Berkshire Hathaway Specialty Insurance Data Scientist Interview Questions

The questions to prepare for a Berkshire Hathaway Specialty Insurance Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
Machine LearningStart here. 3 questions · ~24 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffBerkshire Hathaway Specialty Insurance
Machine Learning Algorithm ChoiceEasy

Tests practical algorithm knowledge and ability to justify choices for insurance problems.

Hyperparameter TuningCross-ValidationSupervised LearningBerkshire Hathaway Specialty Insurance
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2
More topics6 questions · ~48 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityBerkshire Hathaway Specialty Insurance
Using Statistics for Business ImpactEasy

Tests ability to apply statistical methods to real business decisions in an insurance context.

RegressionCausal InferenceStatistical SignificanceBerkshire Hathaway Specialty Insurance
Handling Missing DataEasy

Tests data cleaning and preprocessing judgment for modeling readiness.

Data WranglingETLQualityBerkshire Hathaway Specialty Insurance
Model Performance MetricsEasy

Tests understanding of evaluation metrics and aligning them to business outcomes.

PrecisionAccuracyRecallBerkshire Hathaway Specialty Insurance
Designing Insurance Product ExperimentsMedium

Tests experimental design skills and how you validate product changes using data.

ExperimentationSample SizeA/B TestingBerkshire Hathaway Specialty Insurance
Analyzing Data and Presenting FindingsMedium

Tests end-to-end analysis and communication of insights from data to decision makers.

Data WranglingGroup ByAggregationsBerkshire Hathaway Specialty Insurance

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 9 questions plus 3 hands-on drills to finish this plan.