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Prep plan
~2h total · Updated weekly · Last refresh Aug 9

Roche Digital Technology Data Scientist Interview Questions

The questions to prepare for a Roche Digital Technology Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

Disagreeing on a Technical Direction
Medium

Tests conflict resolution and influence during technical disagreement, including how you challenge decisions and commit after alignment.

Influence Without AuthorityConflict Resolutionteamwork
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Evaluate Production ReadinessMedium

How to judge whether a model is ready for production using core evaluation metrics and threshold choice.

PrecisionAccuracyRecall
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Choosing Classification Evaluation Metrics
Easy

Explain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.

PrecisionAccuracyRecall
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Describe an ML Project You Built
Medium

Describe a machine learning project, from problem framing and feature work to model training and evaluation.

Cross-ValidationFeature EngineeringSupervised Learning
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Handling Missing and Noisy Data
Easy

Explain a practical approach for handling missing values and noisy observations in a supervised learning dataset.

Cross-ValidationFeature EngineeringSupervised Learning
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Common Pitfalls in Experiment Results
Hard

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

PeekingNovelty EffectSample Ratio Mismatch
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Diagnose a Performance Drop
Hard

Investigate whether a performance decline is seasonal or a real product issue.

Leading IndicatorsDiagnosisTime Series
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Roche Digital Technology