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Updated weekly · Last refresh Aug 30

American Express Data Analyst Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 17 questions + 1 drill · ~154 min
2
A/B Testing & Experimentation3 questions · ~25 min
Measure Marketing Campaign IncrementalityMedium

Design an incrementality test for a new customer marketing campaign with explicit MDE, guardrails, power, and rollout criteria.

ExperimentationHypothesis TestingGuardrail MetricsAmerican Express
Design Test for Novelty and SpilloversHard

Design an experiment that accounts for novelty effects and network spillovers before deciding whether to ship.

Network InterferenceExperimentationNovelty EffectAmerican Express
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3
Statistics & Probability11 questions · ~93 min
Estimate People in White ShirtsHard

Tests estimation logic and probabilistic reasoning using an American Express context.

EstimationData AnalysisAmerican Express
Algorithm Choice for a Given DatasetMedium

Assesses ability to choose appropriate ML algorithms based on data and objectives.

American Express
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4
Behavioral & Leadership16 questions · ~136 min
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5
More topics3 questions · ~25 min
Data Profiling DefinitionMedium

Evaluates understanding of data profiling and its role in analytics pipelines.

Data QualityAmerican Express
Guesstimate Cars in GurugramHard

Evaluates structured estimation approach and assumptions for a real-world guesstimate.

Estimationcase studyAmerican Express
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.