Top 13
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Updated weekly · Last refresh Oct 17
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Coles Group Data Scientist Interview Questions

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

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SQL & Data ManipulationStart here. 3 questions + 1 drill · ~41 min
2
Behavioral & Leadership4 questions · ~42 min
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3
More topics6 questions · ~63 min
Design Loyalty Program MetricHard

Design a north-star metric and measurement plan to determine whether Ekimetrics' loyalty program creates sustained customer and business value.

product metricsMetricsbusiness valueCColes Group
Explain Statistical SignificanceMedium

Explain statistical significance, p-values, practical importance, and uncertainty to a non-technical stakeholder.

Hypothesis TestingCommunicationStatistical SignificanceCColes Group
Diagnosing a Sudden Metric DropHard

Diagnose a sudden 20% KPI decline by validating measurement, decomposing drivers, and separating real behavior changes from data issues.

analyticsKPIdiagnostic processCColes Group
Compute A/B Test Sample SizeHard

Determine the sample size needed to detect a meaningful A/B test effect at a chosen significance level and power.

experiment designMDEStatistical SignificanceCColes Group
Explaining Statistical SignificanceMedium

Explain statistical significance, p-values, uncertainty, and practical importance to a non-technical audience.

Hypothesis TestingCommunicationStatistical SignificanceCColes Group
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchCColes Group

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