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Prep plan
Updated weekly · Last refresh Oct 17

Anz Data Scientist Interview Questions

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

32questions
~5htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 1 drill · ~45 min
2
A/B Testing & Experimentation4 questions · ~35 min
Measure Onboarding Message ImpactMedium

Design an A/B test to determine whether a new onboarding message changes downstream user behavior without harming key guardrails.

ExperimentationConversion RateA/B TestingAnz
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3
Metrics3 questions · ~26 min
Diagnose Conversion Drop Post LaunchMedium

Diagnose why conversion fell from 4.8% to 3.1% after a launch by breaking the metric across funnel steps, cohorts, and segments.

Funnel AnalysisConversion RateDiagnosisAnz
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4
Machine Learning6 questions · ~53 min
Prevent Overfitting in ML ModelsEasy

Explain how to reduce overfitting using regularization, validation, and model selection.

Cross-ValidationBias-Variance TradeoffRegularizationAnz
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5
Behavioral & Leadership6 questions · ~53 min
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6
More topics9 questions · ~79 min
Evaluate Precision and Recall TradeoffsMedium

Assess precision and recall for a model and explain how the threshold changes the tradeoff.

F1 ScorePrecisionRecallAnz
Prioritize With Limited ResourcesMedium

Framework for deciding what to build first when resources are constrained and trade-offs are unavoidable.

Feature PrioritizationUser NeedsMVPAnz
Preprocess Data with PythonMedium

Assesses practical data preparation skills and attention to data quality.

Data WranglingETLQualityAnz
Approach Regression AnalysisMedium

Evaluates your statistical modeling workflow and interpretation skills.

Confidence IntervalsRegressionHypothesis TestingAnz
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The finish line: interview-readyComplete all 32 questions plus 1 hands-on drill to finish this plan.