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Agile Defense Interview Questions

The questions to prepare for Agile Defense interviews, across all roles. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
CodingStart here. 4 questions · ~36 min
2
SQL & Data Manipulation4 questions + 1 drill · ~46 min
3
Execution4 questions · ~36 min
Recover a Slipping ProjectMedium

Explain how you would diagnose and recover a project that is falling behind schedule without losing stakeholder trust.

Success CriteriaRoadmappingRisk AssessmentAgile Defense
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4
Machine Learning4 questions · ~36 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffAgile Defense
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5
A/B Testing & Experimentation4 questions · ~36 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 MismatchAgile Defense
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6
Product Sense3 questions · ~27 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 valueAgile Defense
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7
More topics27 questions · ~241 min
Staying Current on Industry TrendsEasy

A practical approach for tracking industry trends, competitor moves, and market changes in a way that informs strategy decisions.

EstimationCompetitive AnalysisGrowth StrategyAgile Defense
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisAgile Defense
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.