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Updated weekly · Last refresh Oct 17

Roblox Data Scientist Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 9 questions · ~81 min
2
A/B Testing & Experimentation6 questions · ~54 min
3
Machine Learning8 questions · ~72 min
ML Experience in EngineeringEasy
Recently asked

Discuss how you apply machine learning in engineering, from feature design to evaluation and deployment.

Feature EngineeringSupervised LearningRoblox
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4
Product Sense9 questions · ~81 min
Balance Personalization and PrivacyHard
Recently asked

Framework for deciding how much personalization a financial product should use without undermining user trust and privacy.

User NeedsValue PropositionProduct VisionRoblox
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5
Metrics6 questions · ~54 min
Diagnosing a 10% Metric DropHard
Recently asked

Build a systematic process to validate, decompose, and explain a sudden 10% drop in core engagement.

root cause analysisDiagnosisdiagnostic processRoblox
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6
Statistics & Probability7 questions · ~63 min
Difference-in-Differences With CIHard
Recently asked

Tests your ability to compute DiD estimates and confidence intervals for causal impact analysis.

Roblox
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7
More topics5 questions · ~45 min
Evaluate a Recommendation SystemMedium
Recently asked

Evaluate whether a recommendation system is improving engagement and ranking quality, not just offline metrics.

PrecisionAccuracyRecallRoblox
Explain ETL in Data EngineeringEasy
Recently asked

Explain the ETL process, why it matters, and how it fits into a practical data pipeline.

ETLOrchestrationQualityRoblox
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