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Updated weekly · Last refresh Oct 17

Booz Allen Data Scientist Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 6 questions · ~53 min
2
Product Sense7 questions · ~62 min
3
A/B Testing & Experimentation7 questions · ~62 min
Sample Size for Checkout TestMedium

Design a checkout A/B test and compute the sample size needed to detect a 2% relative lift in purchase conversion within 14 days.

MDEPower AnalysisSample SizeBooz Allen
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4
Machine Learning7 questions · ~62 min
Handling Severe Class ImbalanceMedium

Explain how to train and evaluate a classifier when the positive class is rare and accuracy is misleading.

ExperimentationFeature EngineeringSupervised LearningBooz Allen
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5
Model Evaluation3 questions · ~26 min
Evaluate Regression with RMSE and MAEEasy

Explain how to evaluate a regression model with RMSE and MAE, and how to interpret the tradeoff between average and large errors.

RegressionMAERMSEBooz Allen
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6
Pipelines7 questions · ~62 min
Real-Time Dashboard Data PipelineMedium

Design a streaming pipeline that keeps dashboard data fresh and accurate for operational reporting.

InfrastructureStream ProcessingOrchestrationBooz Allen
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7
More topics13 questions · ~114 min
Design Cold Start for RecommendationsHard

Design a recommendation system strategy for model cold start and new-user cold start, including serving, evaluation, and safe rollout.

Cold StartRetrievalTwo-Tower ModelsBooz Allen
Choose a Product North StarMedium

Pick a North Star Metric that reflects customer value, business impact, and long-term product health.

Product-Market FitNorth Star MetricKPIsBooz Allen
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