Top 27
Prep plan
Updated weekly · Last refresh Aug 30
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ING Hubs Spain Data Scientist Interview Questions

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

27questions
~4htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 2 drills · ~54 min
2
A/B Testing & Experimentation4 questions · ~34 min
Primary vs Guardrail Metric ChoiceMedium

Choose a primary success metric and guardrails for a game experiment, then explain how that choice drives power, analysis, and ship decisions.

ExperimentationGuardrail MetricsA/B TestingIING Hubs Spain
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3
Product Sense4 questions · ~34 min
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueIING Hubs Spain
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4
Machine Learning3 questions · ~25 min
Feature Suitability for Linear ModelingMedium

Tests your understanding of when linear modeling assumptions and representations do not fit the data.

model selectionIING Hubs Spain
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5
Statistics & Probability4 questions · ~34 min
Logistic Regression ExplanationMedium

Evaluates understanding of logistic regression and its core mechanics.

explanationIING Hubs Spain
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6
Behavioral & Leadership5 questions · ~42 min
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7
More topics3 questions · ~25 min
Common Model Evaluation MetricsEasy

Explain common machine learning evaluation metrics and when each is useful.

PrecisionAccuracyRecallIING Hubs Spain
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisIING Hubs Spain
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The finish line: interview-readyComplete all 27 questions plus 2 hands-on drills to finish this plan.