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Gen Digital Interview Questions

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

50questions
~8htotal time
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1
CodingStart here. 5 questions · ~49 min
2
SQL & Data Manipulation5 questions + 2 drills · ~69 min
3
Metrics5 questions · ~49 min
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisGen Digital
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4
Execution5 questions · ~49 min
Manage Technical Debt Without Slowing DeliveryMedium

Balance technical debt reduction against feature delivery while aligning engineering, product, and leadership on priorities.

Trade-offsRisk AssessmentScope ManagementGen Digital
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5
Machine Learning5 questions · ~49 min
Handle Highly Imbalanced ClassesMedium

Build a classifier for a highly imbalanced dataset and choose training and evaluation methods that surface rare positives.

Cross-ValidationFeature EngineeringSupervised LearningGen Digital
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6
A/B Testing & Experimentation4 questions · ~39 min
Activation vs Retention Tradeoff TestMedium

Design an onboarding A/B test where activation may improve but Day-28 retention could worsen, with explicit power, guardrails, and ship rules.

ExperimentationCausal InferenceGuardrail MetricsGen Digital
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7
More topics21 questions · ~204 min
Evaluating Observed Lift SignificanceMedium

Explain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.

Confidence IntervalsStatistical SignificanceP-ValuesGen Digital
Designing UI for Cyber SafetyMedium

Evaluates your product thinking for building trustworthy, usable security UX for Gen Digital brands.

user interfaceSecurityGen Digital
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.