Top 50
Prep plan
Updated weekly · Last refresh Oct 17

C-edge Data Scientist Interview Questions

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

50questions
~7htotal time
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1
A/B Testing & ExperimentationStart here. 5 questions · ~41 min
2
Machine Learning10 questions · ~82 min
3
Statistics & Probability9 questions · ~73 min
Linear Regression AssumptionsEasy

Walk through the assumptions behind a linear regression model and how each one affects inference.

RegressionVarianceExpected ValueC-edge
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4
Model Evaluation5 questions · ~41 min
Interpreting Model Decisions ClearlyMedium

How to make a model interpretable and explain its predictions to stakeholders.

PrecisionAccuracyRecallC-edge
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5
System Design3 questions · ~24 min
Deploy a Cloud ML ModelMedium

Design a production ML deployment on Google Cloud with serving, feature management, rollout, monitoring, and evaluation.

InfrastructureFeature StoreModel ServingC-edge
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6
SQL & Data Manipulation9 questions + 3 drills · ~103 min
7
More topics9 questions · ~73 min
Build an Engagement FeatureMedium

Approach for identifying, prioritizing, and launching a new feature that increases user engagement.

Feature PrioritizationUser NeedsUse CasesC-edge
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisC-edge
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.