Top 44
Prep plan
Updated weekly · Last refresh Aug 30

EXL Service Philippines Data Scientist Interview Questions

The questions to prepare for a EXL Service Philippines Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

44questions
~6htotal time
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1
Machine LearningStart here. 11 questions · ~88 min
2
Statistics & Probability6 questions · ~48 min
Handling Stationarity in Time SeriesMedium
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Tests time-series preprocessing knowledge and practical modeling judgment.

EXL Service Philippines
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3
SQL & Data Manipulation7 questions + 3 drills · ~86 min
4
NLP4 questions · ~32 min
NLP Preprocessing and EvaluationMedium

Evaluates NLP pipeline thinking and metric-driven model evaluation.

data preprocessingF1 ScoreoverfittingEXL Service Philippines
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5
Behavioral & Leadership10 questions · ~80 min
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6
More topics6 questions · ~48 min
A/B Testing PitfallsMedium
Recently asked

Tests understanding of experiment design and common failure modes in A/B testing.

Statistical SignificanceA/B TestingEXL Service Philippines
Diagnose a Product Metric DropMedium
Recently asked

Tests analytical debugging skills and ability to use segmentation and causal reasoning.

product metricsDiagnosisEXL Service Philippines
Retail KPI Dashboard DesignMedium
Recently asked

Tests product sense for KPI selection and dashboard design for retail analytics work.

KPIsdashboard designEXL Service Philippines
Guestimate Puzzle: Color CombinationsHard

Tests reasoning under uncertainty and ability to structure a combinatorics/guestimate problem.

combinatoricsProblem SolvingEXL Service Philippines
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The finish line: interview-readyComplete all 44 questions plus 3 hands-on drills to finish this plan.