Top 49
Prep plan
Updated weekly · Last refresh Oct 17

Engie Impact Data Scientist Interview Questions

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

49questions
~7htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 1 drill · ~36 min
2
A/B Testing & Experimentation6 questions · ~51 min
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingEngie Impact
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3
Model Evaluation3 questions · ~26 min
Evaluate Whether a Model Is OverfittingMedium

How to tell if a model is overfitting by comparing training and validation behavior.

Cross-ValidationAUC-ROCAccuracyEngie Impact
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4
Metrics5 questions · ~43 min
Design Feature Success MetricsMedium

Define one primary feature metric and a set of guardrails that capture user value without missing broader product risk.

North Star MetricKPIsGuardrail MetricsEngie Impact
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5
Statistics & Probability4 questions · ~34 min
Evaluating Observed Lift SignificanceMedium

Explain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.

Confidence IntervalsStatistical SignificanceP-ValuesEngie Impact
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6
Machine Learning6 questions · ~51 min
Handling Missing Values in MLEasy

Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.

Cross-ValidationFeature EngineeringRegularizationEngie Impact
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7
More topics22 questions · ~189 min
Align Product With User NeedsMedium

A framework for connecting user needs to business goals, then making product decisions with clear trade-offs and measurable outcomes.

User NeedsValue PropositionProduct VisionEngie Impact
Choose First: Data Management vs Quality vs AnalysisMedium

Assesses your prioritization judgment when starting a new data science effort.

data managementPrioritizationEngie Impact
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The finish line: interview-readyComplete all 49 questions plus 1 hands-on drill to finish this plan.