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Updated weekly · Last refresh Oct 17

EvenUp Data Scientist Interview Questions

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

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1
MetricsStart here. 4 questions · ~32 min
Pricing Change Impact on Churn and ARRHard

Tests causal or quasi-causal modeling skills for pricing changes and subscription metrics.

RegressionChurnarrEvenUp
Identifying Behavioral Trends Over TimeMedium

Tests methods for detecting behavioral changes and patterns across cohorts and time windows.

User NeedsTime SeriesEngagement MetricsEvenUp
Analyzing User Engagement TrendsMedium

Tests time-series trend analysis and translating insights into product actions.

Funnel AnalysisTime SeriesEngagement MetricsEvenUp
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2
Statistics & Probability3 questions · ~24 min
Techniques for User Behavior AnalysisHard

Tests ability to select appropriate statistical methods for product and engagement analytics.

Causal InferenceUser NeedsStatistical SignificanceEvenUp
Modeling Right-Censored Case DurationsHard

Tests survival analysis choices for modeling time-to-event with censoring in legal workflows.

Causal InferenceStatistical SignificanceTime SeriesEvenUp
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3
More topics3 questions · ~24 min
Investigate Engagement Drop with Stable ARRMedium

Analyze the root cause of a 10% engagement drop while ARR remains flat to inform product strategy.

Funnel AnalysisUser NeedsChurnEvenUp
Predict Customer ChurnMedium

Build a churn model that flags at-risk customers early using behavioral, billing, and support signals.

Feature EngineeringModel EvaluationSupervised LearningEvenUp
Evaluating Models with Delayed LabelsHard

Tests evaluation strategy under delayed outcomes and sparse or late-arriving labels.

Causal InferenceStatistical SignificanceAccuracyEvenUp

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