Top 42
Prep plan
Updated weekly · Last refresh Oct 17

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 daily.

42questions
~6htotal time
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1
Machine LearningStart here. 11 questions · ~88 min
2
NLP3 questions · ~24 min
NLP Preprocessing and EvaluationMedium

Evaluates NLP pipeline thinking and metric-driven model evaluation.

data preprocessingF1 ScoreoverfittingEXL Service Philippines
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3
SQL & Data Manipulation7 questions + 3 drills · ~86 min
4
Statistics & Probability6 questions · ~48 min
Statistics: Hypothesis Testing and TestsMedium

Assesses understanding of hypothesis testing concepts and when to apply common statistical tests.

Hypothesis TestingEXL Service Philippines
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5
Behavioral & Leadership9 questions · ~72 min
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6
More topics6 questions · ~48 min
Guestimate Puzzle: Color CombinationsHard

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

combinatoricsProblem SolvingEXL Service Philippines
Retail KPI Dashboard DesignMedium

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

KPIsdashboard designEXL Service Philippines
Diagnose a Product Metric DropMedium

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

product metricsDiagnosisEXL Service Philippines
A/B Testing PitfallsMedium

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

Statistical SignificanceA/B TestingEXL Service Philippines
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The finish line: interview-readyComplete all 42 questions plus 3 hands-on drills to finish this plan.