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XPO Interview Questions

The questions to prepare for XPO interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
CodingStart here. 4 questions · ~34 min
2
Execution5 questions · ~43 min
Handle Scope Creep Mid-ProjectMedium

Explain how you would manage scope creep without damaging stakeholder trust or putting delivery at risk.

Trade-offsRisk AssessmentScope ManagementXPO
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3
Metrics5 questions · ~43 min
Design an Operations KPI HierarchyMedium

Build a KPI hierarchy that links frontline operational signals to business outcomes and supports better decisions.

operational metricsperformance measurementkpi hierarchyXPO
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4
A/B Testing & Experimentation3 questions · ~26 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchXPO
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5
SQL & Data Manipulation5 questions + 3 drills · ~73 min
6
Statistics & Probability4 questions · ~34 min
Interpreting P Values in TestingEasy

Explain what a p-value means in hypothesis testing and how it relates to statistical significance.

Hypothesis TestingStatistical SignificanceP-ValuesXPO
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7
More topics24 questions · ~207 min
Define MVP Feature SetMedium

Framework for deciding the smallest launchable feature set that solves a real user job and creates measurable value.

Feature PrioritizationUser NeedsMVPXPO
Random Forest vs Gradient BoostingMedium

Compare Random Forest and Gradient Boosting, then choose the right ensemble for a supervised learning task.

Ensemble MethodsBias-Variance TradeoffSupervised LearningXPO
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