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Macquarie Group Interview Questions

The questions to prepare for Macquarie Group interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~8htotal time
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1
SQL & Data ManipulationStart here. 6 questions + 2 drills · ~75 min
2
Coding5 questions · ~46 min
3
Pipelines6 questions · ~55 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityMacquarie Group
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4
Execution6 questions · ~55 min
Handling a Critical Production BugEasy

Describe how you handled discovery, escalation, triage, and containment of a critical bug under release pressure.

Trade-offsSuccess CriteriaRisk AssessmentMacquarie Group
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5
Metrics4 questions · ~36 min
Project Health KPI ReportingMedium

Define a project health KPI framework and tailor reporting for executives and client sponsors.

project healthkpi hierarchyreportingMacquarie Group
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6
Machine Learning3 questions · ~27 min
Debugging a Failing ML ModelMedium

Use a structured process to debug model performance issues across data, features, validation, and error patterns.

Feature EngineeringModel EvaluationSupervised LearningMacquarie Group
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7
More topics20 questions · ~182 min
Market Entry Strategy FrameworkMedium

Structured approach for assessing whether and how to enter a new market.

analytical thinkingmarket entrybusiness strategyMacquarie 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 MismatchMacquarie Group
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.