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Updated weekly · Last refresh Oct 17

CACI International Data Scientist Interview Questions

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

35questions
~5htotal time
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1
SQL & Data ManipulationStart here. 7 questions + 1 drill · ~72 min
2
Product Sense3 questions · ~27 min
3
A/B Testing & Experimentation6 questions · ~53 min
Sample Size for Netflix ExperimentHard

Estimate sample size and MDE for a Netflix experiment, then decide whether the test is powered enough to ship.

MDEPower AnalysisSample SizeCACI International
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 MismatchCACI International
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4
Machine Learning5 questions · ~45 min
Predictive Maintenance Failure ModelingHard

Design a machine learning system to predict equipment failures before they happen using sensor, event, and maintenance data.

Cross-ValidationFeature EngineeringSupervised LearningCACI International
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5
Statistics & Probability5 questions · ~45 min
Explaining Confidence IntervalsEasy

Explain what a confidence interval means and how to communicate it to a non-technical stakeholder.

Confidence IntervalsHypothesis TestingCommunicationCACI International
Statistical Significance in Business DecisionsEasy

Explain what statistical significance means, how p-values and confidence intervals support decisions, and why significance alone is not enough.

Hypothesis TestingStatistical SignificanceP-ValuesCACI International
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6
Behavioral & Leadership7 questions · ~62 min
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7
More topics2 questions · ~18 min
Significance of a Metric DropMedium

Evaluates your approach to hypothesis testing for product metric changes.

Statistical SignificanceCACI International
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The finish line: interview-readyComplete all 35 questions plus 1 hands-on drill to finish this plan.