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Updated weekly · Last refresh Aug 30

Ernst & Young Advisory Services Sdn Bhd Data Scientist Interview Questions

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

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1
Machine LearningStart here. 8 questions · ~64 min
2
A/B Testing & Experimentation4 questions · ~32 min
Discovery UI Metrics and GuardrailsMedium

Define primary and guardrail metrics for a discovery UI test, with power, MDE, and a pre-registered analysis plan.

ExperimentationGuardrail MetricsA/B TestingErnst & Young Advisory Services Sdn Bhd
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3
Product Sense3 questions · ~24 min
Handling Skeptical ClientsMedium

Tests communication, influence, and how you validate and explain analytics outcomes to clients.

Stakeholder ManagementUser NeedsValue PropositionErnst & Young Advisory Services Sdn Bhd
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4
Behavioral & Leadership13 questions · ~104 min
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5
More topics9 questions · ~72 min
Choose Classification MetricsMedium

Choose the right classification metrics, and explain when precision, recall, and F1 score matter most.

F1 ScorePrecisionRecallErnst & Young Advisory Services Sdn Bhd
SQL Window Functions for TrendsMedium

Tests your ability to use window functions for time-series trend analysis in SQL.

Window FunctionsDate FunctionsRunning TotalsErnst & Young Advisory Services Sdn Bhd
Batch vs Stream Processing Trade-offsMedium

Compare batch and stream processing across latency, complexity, cost, and data quality in a modern analytics pipeline.

InfrastructureStream ProcessingETLErnst & Young Advisory Services Sdn Bhd
Diagnosing Metric DropsMedium

Tests your debugging mindset for metrics, root-cause analysis, and validation of data integrity.

Funnel AnalysisKPIDiagnosisErnst & Young Advisory Services Sdn Bhd
Testing Statistical SignificanceEasy

Tests your understanding of hypothesis testing and statistical significance in research workflows.

Confidence IntervalsStatistical SignificanceP-ValuesErnst & Young Advisory Services Sdn Bhd
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 37 questions plus 3 hands-on drills to finish this plan.