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Updated weekly · Last refresh Oct 16

AKKODIS Data Scientist Interview Questions

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

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1
A/B Testing & ExperimentationStart here. 3 questions · ~25 min
2
Machine Learning7 questions · ~58 min
Handling Class Imbalance in ClassificationMedium

Explain practical ways to train and evaluate a classifier when the target classes are highly imbalanced.

model trainingSupervised LearningClass ImbalanceAKKODIS
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3
Technical Fundamentals3 questions · ~25 min
Generator Functions and MemoryMedium

Assesses your understanding of Python iteration patterns and memory-efficient data processing.

memory managementtechnical depthpythonAKKODIS
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4
Behavioral & Leadership13 questions · ~107 min
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5
More topics10 questions · ~82 min
Explaining Confidence IntervalsEasy

Explain what a confidence interval means and how to communicate it to a non-technical stakeholder.

Confidence IntervalsHypothesis TestingCommunicationAKKODIS
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueAKKODIS
Choosing Classification Evaluation MetricsEasy

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

PrecisionAccuracyRecallAKKODIS
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisAKKODIS
Data Engineering with DockerMedium

Evaluates practical engineering skills for building data pipelines and reproducible environments.

data engineeringAKKODIS
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
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