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Airwallex Pty Data Scientist Interview Questions

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

50questions
~8htotal time
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1
SQL & Data ManipulationStart here. 7 questions · ~64 min
2
Machine Learning7 questions · ~64 min
3
Statistics & Probability8 questions · ~73 min
Correlation Versus Causation in AnalyticsEasy

Explain why two business metrics moving together does not prove one causes the other, and how you would validate causality.

CorrelationHypothesis TestingCausal InferenceAirwallex Pty
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4
Metrics8 questions · ~73 min
Measure Checkout Funnel Conversion RateEasy

Define overall and step-level funnel conversion for an e-commerce checkout flow and explain how to diagnose where drop-off occurs.

Funnel AnalysisKPIsConversion RateAirwallex Pty
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5
Model Evaluation7 questions · ~64 min
Choose a Fraud ThresholdMedium

Decide the right threshold for a fraud detection system using precision, recall, and cost tradeoffs.

PrecisionThreshold TuningRecallAirwallex Pty
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6
Product Sense7 questions · ~64 min
Assess Product Market FitMedium

Evaluate whether a product has true product market fit before increasing spend.

Product-Market FitUser ResearchValue PropositionAirwallex Pty
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7
More topics6 questions · ~55 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAirwallex Pty
Evaluate A/B Results and TrafficHard

Evaluate an A/B result, size traffic with an explicit MDE, and compare rollout metrics without confusing before-after change with causal impact.

experiment designMDEMetricsAirwallex Pty
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