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Updated weekly · Last refresh Aug 30

Ernst & Young Oman Data Scientist Interview Questions

The questions to prepare for a Ernst & Young Oman Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

35questions
~5htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~46 min
2
Machine Learning7 questions · ~60 min
3
Metrics3 questions · ~26 min
Analyze a Successful CampaignEasy

Describe how you would evaluate a successful marketing campaign using funnel KPIs, conversion, and ROI.

KPIsDiagnosisEngagement MetricsErnst & Young Oman
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4
A/B Testing & Experimentation3 questions · ~26 min
Detect Interference in Ops ExperimentHard

Assess whether interference between nearby units could bias an operations experiment and how to test for it.

Network InterferenceExperimentationCausal InferenceErnst & Young Oman
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5
Product Sense3 questions · ~26 min
Solve a Business Problem with AnalyticsMedium

Evaluates your end-to-end analytics execution and business impact focus.

User NeedsValue PropositionUse CasesErnst & Young Oman
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6
Behavioral & Leadership11 questions · ~94 min
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7
More topics5 questions · ~43 min
Real-Time Dashboard Data PipelineMedium

Design a streaming pipeline that keeps dashboard data fresh and accurate for operational reporting.

InfrastructureStream ProcessingOrchestrationErnst & Young Oman
Conversion Lift Significance TestHard

Use a two-proportion z-test and confidence interval to determine whether an observed conversion lift is real or just sampling noise.

Confidence IntervalsStatistical SignificanceP-ValuesErnst & Young Oman
Improve Model Accuracy SystematicallyMedium

Approach for improving a model's accuracy by checking data, features, validation, and threshold choices.

Cross-ValidationAccuracyThreshold TuningErnst & Young Oman
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The finish line: interview-readyComplete all 35 questions plus 2 hands-on drills to finish this plan.