Top 45
Prep plan
Updated weekly · Last refresh Oct 17

Sberbank Data Scientist Interview Questions

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

45questions
~6htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 1 drill · ~44 min
2
A/B Testing & Experimentation6 questions · ~51 min
Launch Decision for Onboarding TestMedium

Design an onboarding A/B test and decide whether to launch when activation is directionally positive but not statistically significant.

Guardrail MetricsStatistical SignificancePower AnalysisSberbank
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3
Machine Learning9 questions · ~77 min
Random Forest vs Gradient BoostingMedium

Compare Random Forest and Gradient Boosting, then choose the right ensemble for a supervised learning task.

Ensemble MethodsBias-Variance TradeoffSupervised LearningSberbank
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4
Metrics7 questions · ~60 min
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsSberbank
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5
Statistics & Probability7 questions · ~60 min
Solve a Trig EquationMedium

Assesses mathematical reasoning and correctness for equation solving.

Sberbank
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6
Product Sense5 questions · ~43 min
Success Metrics for a Financial ChatbotMedium

Evaluates product metric design for chatbot performance in Sberbank banking journeys.

Metricsuser engagementSberbank
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7
More topics7 questions · ~60 min
Random Forest MetricsMedium

Evaluates your ability to select and justify model evaluation metrics for classification.

MetricsSberbank
Text Classification ApproachMedium

Assesses end-to-end thinking for NLP classification tasks and data preparation choices.

experienceText ClassificationSberbank
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The finish line: interview-readyComplete all 45 questions plus 1 hands-on drill to finish this plan.