Top 41
Prep plan
Updated weekly · Last refresh Aug 30

Banco Santander Data Analyst Interview Questions

The questions to prepare for a Banco Santander Data Analyst interview. Questions from real interview reports rank first. Updated weekly.

41questions
~5htotal time
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1
PipelinesStart here. 5 questions · ~40 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityBanco Santander
Idempotency and BackfillingHard

Tests data engineering rigor for correctness, reprocessing safety, and historical data repair.

IdempotencyDependenciesBackfillingBanco Santander
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2
SQL & Data Manipulation6 questions + 3 drills · ~78 min
3
Statistics & Probability17 questions · ~136 min
Core Probability ConceptsEasy

Tests your foundational probability knowledge used in risk and forecasting work.

VarianceExpected ValueConditional ProbabilityBanco Santander
Full Stack Derivatives DiscussionHard

Tests your ability to connect multiple quantitative topics and communicate them clearly in a single narrative.

Expected ValueConditional ProbabilityTime SeriesBanco Santander
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4
Metrics4 questions · ~32 min
Analyzing Customer Transaction BehaviorMedium

Tests your ability to design behavioral analytics and extract actionable patterns from transactions.

Funnel AnalysisKPIsDiagnosisBanco Santander
KPIs for Digital Banking FeaturesEasy

Tests your ability to select meaningful KPIs tied to product goals and customer outcomes.

Lagging IndicatorsKPIsLeading IndicatorsBanco Santander
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5
Product Sense3 questions · ~24 min
Optimizing Retail Banking ProductsMedium

Tests product analytics and experimentation or optimization approaches at large scale.

User NeedsValue PropositionUse CasesBanco Santander
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6
Behavioral & Leadership6 questions · ~48 min
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The finish line: interview-readyComplete all 41 questions plus 3 hands-on drills to finish this plan.