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Updated weekly · Last refresh Oct 17

Exl Data Scientist Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 7 questions · ~61 min
2
NLP6 questions · ~52 min
3
Machine Learning15 questions · ~131 min
Stationarity and Forecasting SetupHard

Explain stationarity, select ARIMA p d q terms, evaluate forecasts, and analyze core linear regression assumptions and metrics.

predictive modelingevaluation metricslinear regressionExl
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4
Statistics & Probability6 questions · ~52 min
ARIMA and Regression AssumptionsHard

Evaluates forecasting fundamentals and core linear regression assumption knowledge.

Forecastinglinear regressionExl
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5
Behavioral & Leadership10 questions · ~87 min
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6
More topics6 questions · ~52 min
Diagnosing Production Model DropsHard

Tests incident response for ML systems, including monitoring, data drift checks, and root-cause analysis.

model performanceproduction issuesExl
Guesstimate Transactions Per HourMedium

Tests estimation methodology, assumptions, and ability to produce a defensible back-of-the-envelope number.

transaction volumeExl
Designing an A/B TestMedium

Tests experimental design skills including metrics, randomization, sample sizing, and validity.

experiment designfeature evaluationA/B TestingExl
Diagnose Product Metric DropsMedium

Tests root-cause analysis using metrics, segmentation, and data validation.

product metricsDiagnosisAnalysisExl
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