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Updated weekly · Last refresh Oct 17

Broadcom Data Scientist Interview Questions

The questions to prepare for a Broadcom Data Scientist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
Statistics & ProbabilityStart here. 8 questions · ~68 min
Identifying Trends in Time SeriesEasy

Explain how to detect and communicate trend direction and strength in a data set using time series and regression ideas.

RegressionCorrelationTime SeriesBroadcom
Sample Size for A/B TestsEasy

Choose sample size and runtime by combining baseline rate, MDE, alpha, power, and expected traffic.

Power AnalysisSample SizeA/B TestingBroadcom
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2
Machine Learning7 questions · ~59 min
Build a Customer Churn ModelHard

Build a churn prediction model for a subscription wellness business using behavioral, billing, and engagement data.

Cross-ValidationFeature EngineeringSupervised LearningBroadcom
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3
Pipelines8 questions · ~68 min
Backfill Missing Customer DataHard

Design a safe backfill for missing customer records after an upstream fix, with idempotent reprocessing and data quality checks.

IdempotencyDependenciesBackfillingBroadcom
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4
Model Evaluation7 questions · ~59 min
Improve Model AccuracyMedium

Approach for improving a model's accuracy by checking errors, features, and tuning choices.

Hyperparameter TuningCross-ValidationAccuracyBroadcom
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5
Product Sense4 questions · ~34 min
Prioritize MVP vs Later FeaturesMedium

Decide which features belong in an initial launch versus a later phase.

Feature PrioritizationMVPProduct VisionBroadcom
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6
SQL & Data Manipulation8 questions + 2 drills · ~88 min
7
More topics8 questions · ~68 min
Assess Marketing Effectiveness With KPIsEasy

Connect marketing KPIs to business outcomes using a clear hierarchy from spend and acquisition to conversion and ROI.

Lagging IndicatorsKPIsLeading IndicatorsBroadcom
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.