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Prep plan
Updated weekly · Last refresh Oct 17

UBS Data Scientist Interview Questions

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

50questions
~7htotal time
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1
A/B Testing & ExperimentationStart here. 4 questions · ~33 min
2
Metrics5 questions · ~42 min
Choose Feature Success MetricsMedium

Pick a primary success metric and guardrails for a new feature, balancing user value with broader product health.

North Star MetricKPIGuardrail MetricsUBS
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3
Machine Learning9 questions · ~75 min
ML Framework Experience in PracticeMedium

Explain your experience with ML frameworks and how you choose between them for supervised learning problems.

Feature EngineeringDeep LearningSupervised LearningUBS
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4
Model Evaluation4 questions · ~33 min
Validate Model Before DeploymentMedium

Approach for validating a machine learning model before deployment, from offline testing to threshold and calibration checks.

Cross-ValidationAccuracyThreshold TuningUBS
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5
SQL & Data Manipulation6 questions + 2 drills · ~70 min
6
Pipelines6 questions · ~50 min
Privacy Compliance in Data PipelinesMedium

Approach for building privacy controls, lineage, and auditability into data pipelines that handle personal data.

Compliancedata privacyPipelinesUBS
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7
More topics16 questions · ~133 min
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceUBS
Client Retention Data PrioritiesMedium

Assesses product thinking and your ability to select features and signals tied to UBS client outcomes.

User NeedsUBS
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.