Top 27
Prep plan
Updated weekly · Last refresh Sep 9
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Luxoft Singapore Data Scientist Interview Questions

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

27questions
~4htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
2
Machine Learning7 questions · ~56 min
Machine Learning Models UsedMedium

Evaluates model selection reasoning and familiarity with common ML approaches.

experienceLLuxoft Singapore
Missing and Noisy Data in FeaturesMedium

Tests data preprocessing judgment and ability to build robust features for production-grade models.

data preprocessingdata cleaningFeature EngineeringLLuxoft Singapore
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3
Statistics & Probability6 questions · ~48 min
P-Value in Hypothesis TestingMedium

Evaluates understanding of p-values and correct interpretation in statistical decision-making.

statisticsLLuxoft Singapore
Bias-Variance Tradeoff ExplanationMedium

Tests ability to communicate core statistical tradeoffs clearly to non-technical stakeholders.

Bias-Variance TradeoffCommunicationstatistics fundamentalsLLuxoft Singapore
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4
Behavioral & Leadership6 questions · ~48 min
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5
More topics4 questions · ~32 min
Designing Engagement MetricsMedium

Tests ability to define meaningful metrics and avoid misleading proxies for engagement.

product metricsuser engagementLLuxoft Singapore
Designing an A/B TestMedium

Tests experimental design skills including randomization, metrics, and validity for product decisions.

experiment designfeature evaluationA/B TestingLLuxoft Singapore
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The finish line: interview-readyComplete all 27 questions plus 3 hands-on drills to finish this plan.