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Updated weekly · Last refresh Aug 30

AXA Data Scientist Interview Questions

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

30questions
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1
Machine LearningStart here. 9 questions · ~73 min
2
Behavioral & Leadership11 questions · ~89 min
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3
More topics10 questions · ~81 min
Optimizing Large Transaction Table JoinsHard

Explain how to tune a slow PostgreSQL query that joins several large transaction tables using indexes, join strategy, and partitioning.

JoinsperformancesqlAXA
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisAXA
Statistical Significance in Business DecisionsEasy

Explain what statistical significance means, how p-values and confidence intervals support decisions, and why significance alone is not enough.

Hypothesis TestingStatistical SignificanceP-ValuesAXA
A/B Test Claims-Processing WorkflowMedium

Tests experimental design skills for operational changes in an insurance workflow.

experiment designincremental liftprimary metricsAXA
Telemetry Data Pipeline DesignMedium

Tests data engineering design for reliable ingestion, cleaning, and storage of high-volume telemetry.

Data QualityETLBatch ProcessingAXA
Define Product Metrics for Fraud or Self-ServiceMedium

Tests product sense and metric design tied to fraud and customer experience outcomes at AXA.

MetricsUse CasesProduct VisionAXA
Parse Claims Text in PythonMedium

Tests practical Python skills for text cleaning and feature-ready parsing from claims data.

data preprocessingText ClassificationTokenizationAXA
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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 30 questions plus 3 hands-on drills to finish this plan.