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General Mills Data Scientist Interview Questions

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

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1
Behavioral & LeadershipStart here. 4 questions · ~35 min
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More topics10 questions · ~89 min
Running Average With Window FunctionsEasy
Practice
Recently asked

Calculate each Hinge user's 30-day rolling average of daily interactions using CTEs and window functions.

Window FunctionsData AnalysissqlGGeneral Mills
Interpret ROC Curve for ClassifierMedium
Recently asked

Interpret an ROC curve for a classification model and explain what it says about ranking quality and threshold choice.

Confusion MatrixAUC-ROCThreshold TuningGGeneral Mills
Avoid Pitfalls in Online ExperimentsHard
Recently asked

Explain common online experimentation pitfalls and how to design, analyze, and decide in ways that avoid false wins.

Network InterferenceNovelty EffectSample Ratio MismatchGGeneral Mills
Supervised vs Unsupervised LearningEasy
Recently asked

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffGGeneral Mills
Linear Regression AssumptionsMedium
Recently asked

Evaluates your statistical understanding and diagnostic skills for linear regression models.

linear regressionassumptionsGGeneral Mills
Investigate Sudden Conversion DropMedium
Recently asked

Assesses your structured debugging approach for metric anomalies in production.

Conversion Rateperformance metricsGGeneral Mills
Recipe Recommendation Success MetricsMedium
Recently asked

Tests product sense for defining success metrics tied to user and business impact.

GGeneral Mills
Choosing Precision vs RecallEasy
Recently asked

Explain precision vs recall and when business context should push you to optimize one metric over the other.

PrecisionThreshold TuningRecallGGeneral Mills
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 14 questions plus 2 hands-on drills to finish this plan.