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Updated weekly · Last refresh Sep 22

Global Lending Services Data Scientist Interview Questions

The questions to prepare for a Global Lending Services Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
MetricsStart here. 1 question · ~8 min
Improving ProfitabilityHard

Define lending profit, decompose its drivers, and recommend measurable actions to increase Global Lending Services profitability.

KPIprofitabilitydiagnostic processGlobal Lending Services
2
A/B Testing & Experimentation1 question · ~8 min
Sample Size for Netflix ExperimentHard

Estimate sample size and MDE for a Netflix experiment, then decide whether the test is powered enough to ship.

MDEPower AnalysisSample SizeGlobal Lending Services

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3
Machine Learning1 question · ~8 min
Missing Values and Outlier HandlingEasy

Explain a practical preprocessing strategy for missing values and outliers before training a supervised learning model.

data preprocessingoutliersFeature EngineeringGlobal Lending Services
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