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Updated weekly · Last refresh Oct 17

Adentis Portugal Data Scientist Interview Questions

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

50questions
~7htotal time
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1
Model EvaluationStart here. 8 questions · ~69 min
Interpret ROC Curve for ClassifierMedium

Interpret an ROC curve for a classification model and explain what it says about ranking quality and threshold choice.

Confusion MatrixAUC-ROCThreshold TuningAdentis Portugal
Check for Model OverfittingEasy

How to tell whether a model is overfitting using train and validation performance.

Cross-ValidationF1 ScoreAccuracyAdentis Portugal
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2
Statistics & Probability8 questions · ~69 min
3
Product Sense8 questions · ~69 min
Managing Difficult Product StakeholdersEasy

Describe how you handled a difficult stakeholder while keeping a product initiative moving forward.

User ResearchUser NeedsPain PointsAdentis Portugal
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4
Machine Learning8 questions · ~69 min
Classification vs Regression ExplainedEasy

Explain how classification and regression differ, using target type, model outputs, and evaluation metrics.

Feature EngineeringRegressionSupervised LearningAdentis Portugal
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5
Metrics6 questions · ~52 min
Define a Product North StarMedium

Define a North Star Metric for a product and explain how it guides KPI selection and growth decisions.

User SegmentsNorth Star MetricKPIsAdentis Portugal
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6
Pipelines8 questions · ~69 min
Production Pipeline Quality MonitoringMedium

Approach for adding data quality checks, observability, and production monitoring to a data pipeline.

Data QualitymonitoringobservabilityAdentis Portugal
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7
More topics4 questions · ~35 min
Using Data VisualizationEasy
Practice

Use aggregated KPI trends to support decision-making from operational data.

analytics toolsToolsData WranglingAdentis Portugal
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.