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Updated weekly · Last refresh Aug 30

LexisNexis Risk Solutions Data Scientist Interview Questions

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

47questions
~7htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~45 min
2
Machine Learning11 questions · ~92 min
Feature Engineering for ML ModelsEasy

Explain how feature engineering improves supervised models and how to choose useful transformations.

Cross-ValidationFeature EngineeringModel EvaluationLexisNexis Risk Solutions
Feature Engineering for Supervised ModelsEasy
Recently asked

Explain feature engineering and why transforming raw inputs can materially improve supervised model performance.

Cross-ValidationFeature EngineeringSupervised LearningLexisNexis Risk Solutions
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3
Statistics & Probability4 questions · ~33 min
Interpreting Significance in ExperimentsMedium
Recently asked

Explain statistical significance in experiments and how p-values and confidence intervals guide interpretation.

Confidence IntervalsStatistical SignificanceP-ValuesLexisNexis Risk Solutions
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4
A/B Testing & Experimentation4 questions · ~33 min
Sample Size for Checkout TestMedium
Recently asked

Design a checkout A/B test and compute the sample size needed to detect a 2% relative lift in purchase conversion within 14 days.

MDEPower AnalysisSample SizeLexisNexis Risk Solutions
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5
Model Evaluation3 questions · ~25 min
Approach to Underperforming ModelsMedium
Recently asked

Structured approach for diagnosing an underperforming model and deciding whether to fix data, thresholding, calibration, or the model.

PrecisionAccuracyRecallLexisNexis Risk Solutions
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6
Behavioral & Leadership19 questions · ~158 min
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7
More topics3 questions · ~25 min
Diagnose KPI Drop After ReleaseMedium
Recently asked

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

KPILeading IndicatorsDiagnosisLexisNexis Risk Solutions
Data Modeling PipelineMedium

Assesses your ability to explain a data modeling pipeline clearly and coherently.

Data ModelingLexisNexis Risk Solutions
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The finish line: interview-readyComplete all 47 questions plus 2 hands-on drills to finish this plan.