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Updated weekly · Last refresh Oct 17

RTI International Data Scientist Interview Questions

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

50questions
~7htotal time
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1
A/B Testing & ExperimentationStart here. 5 questions · ~41 min
2
Statistics & Probability7 questions · ~58 min
Explaining P Values ClearlyEasy

Explain what a p-value means, how it relates to statistical significance, and how to describe it clearly to non-technical stakeholders.

CommunicationStatistical SignificanceP-ValuesRTI International
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3
Pipelines5 questions · ~41 min
Real-Time Dashboard Pipeline DesignHard

Approach for building near-real-time dashboard pipelines with streaming, orchestration, and data quality controls.

Stream ProcessingSchedulingDependenciesRTI International
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4
Machine Learning7 questions · ~58 min
Handling Missing Data in MLMedium

Explain practical strategies for handling missing data and how to validate that the chosen approach improves model performance.

Feature EngineeringData WranglingSupervised LearningRTI International
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5
Metrics3 questions · ~25 min
Classify Leading vs Lagging MetricsEasy

Explain how to distinguish early directional metrics from outcome metrics, using a clear KPI framework tied to product decisions.

Lagging IndicatorsKPIsLeading IndicatorsRTI International
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6
SQL & Data Manipulation3 questions + 3 drills · ~55 min
7
More topics20 questions · ~165 min
Data Visualization ToolsEasy

Evaluates your judgment in selecting visualization tools to communicate insights.

User ResearchUser NeedsUse CasesRTI International
Improving Underperforming ModelsMedium

Tests your debugging workflow, iteration strategy, and ability to improve model outcomes.

PrecisionAccuracyRecallRTI International
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.