Top 31
Prep plan
Updated weekly · Last refresh Nov 11

SLB Data Scientist Interview Questions

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

31questions
~4htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 3 drills · ~54 min
2
Machine Learning11 questions · ~88 min
Hackathon on Real DataMedium

Assesses applied ML skills, experimentation, and results from a time-boxed project.

Data AnalysisSLB
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3
Behavioral & Leadership11 questions · ~88 min
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4
More topics6 questions · ~48 min
Design and Reflect on A/B TestMedium

Describe an A/B test you ran, what question it answered, how you measured success, and what you learned from the results.

ExperimentationGuardrail MetricsA/B TestingSLB
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisSLB
Caching for EfficiencyMedium

Evaluates system design tradeoffs and performance optimization through caching.

cachingefficiencySLB
Central Limit TheoremMedium

Tests foundational statistical knowledge and ability to reason about sampling distributions.

Central Limit TheoremstatisticsSLB
Designing Engagement MetricsMedium

Tests product thinking and ability to translate user behavior into reliable, measurable metrics.

product metricsdesignuser engagementSLB
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 MismatchSLB

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