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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 daily.

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1
Machine LearningStart here. 10 questions · ~80 min
Handling Class Imbalance in ClassificationMedium

Explain practical ways to train and evaluate a classifier when the target classes are highly imbalanced.

model trainingSupervised LearningClass ImbalanceVerisk Analytics
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2
Product Sense3 questions · ~24 min
Presenting to a Non-Tech ClientHard

Evaluates product sense, data storytelling, and translating analysis for business audiences.

Data AnalysisVerisk Analytics
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3
Statistics & Probability6 questions · ~48 min
R-Squared and Adjusted R2Medium

Tests understanding of regression fit metrics and when adjusted R-squared is needed.

Verisk Analytics
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4
SQL & Data Manipulation5 questions + 3 drills · ~70 min
Analyze a Given DatasetMedium

Evaluates data analysis workflow, exploration strategy, and practical modeling decisions.

Data AnalysisVerisk Analytics
SQL Duplicate RemovalMedium
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Recently asked
Practice drill

Identify duplicate risk records, retain the lowest record ID, and remove the remaining rows safely.

data cleaningData ManipulationsqlVerisk Analytics
SQL Joins and AggregationsMedium
Practice
Practice drill

Join policy and ISO ClaimSearch claim data to aggregate claim counts and incurred losses by state and policy type.

JoinsGroup ByAggregationsVerisk AnalyticsMarshBroadridge Financial Solutions
Second Highest Without AggregatesHard
Practice
Practice drill

Find the second highest salary in each department without using aggregate functions.

SubqueriesRankingSelf-JoinsCredit GenieCisco Restaurant + BarDevoteam
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5
Behavioral & Leadership21 questions · ~168 min
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6
More topics5 questions · ~40 min
Avoid Pitfalls in Online ExperimentsHard

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

Network InterferenceNovelty EffectSample Ratio MismatchVerisk Analytics
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisVerisk Analytics
Real-Time Weather Risk SystemHard

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

Feature StoreModel ServingVerisk Analytics
Count Risk Keywords in TextEasy

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

Verisk Analytics
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.