Verisk Analytics Data Scientist Interview Questions

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

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SQL 7-Day Rolling Claims Compare

Medium

Tests SQL window functions for rolling aggregates and period-over-period comparisons.

Window FunctionsRunning Totals

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Avoid Pitfalls in Online Experiments

Hard

Explain common online experimentation pitfalls and how to design, analyze, and decide in ways that avoid false wins.

Network InterferenceNovelty EffectSample Ratio Mismatch

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Attrition Risk Feature Engineering

Medium

Tests feature engineering and modeling approach for classification under HR attrition data.

Feature EngineeringUser NeedsUse Cases

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Loss Ratio Policy Change Test

Medium

Tests statistical testing and causal reasoning for underwriting policy changes using loss ratio outcomes.

Hypothesis TestingCausal InferenceStatistical Significance

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Real-Time Weather Risk System

Hard

Tests end-to-end system design for real-time risk prediction in insurance analytics.

Feature StoreModel Serving

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Count Risk Keywords in Text

Easy

Tests basic NLP text parsing and keyword frequency counting in Python.

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