Top 32
Prep plan
Updated weekly · Last refresh Aug 30

Steelcase Data Scientist Interview Questions

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

32questions
~4htotal time
Track your progressSign up free to work through all 32 questions and resume where you left off.
Start practicing free →
1
Product SenseStart here. 3 questions · ~24 min
2
Machine Learning4 questions · ~32 min
Handle Highly Imbalanced ClassesMedium

Build a classifier for a highly imbalanced dataset and choose training and evaluation methods that surface rare positives.

Cross-ValidationFeature EngineeringSupervised LearningSteelcase
More Machine Learning questions with a free account
3
SQL & Data Manipulation5 questions + 3 drills · ~70 min
4
Model Evaluation3 questions · ~24 min
Metrics for Business-Critical Demand ForecastingMedium

Tests metric selection aligned to forecasting risk and business costs.

Evaluation TechniquesClassificationModel MetricsSteelcase
More Model Evaluation questions with a free account
5
Behavioral & Leadership11 questions · ~88 min
More Behavioral & Leadership questions with a free account
6
More topics6 questions · ~48 min
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisSteelcase
Significance of Utilization ChangeMedium

Tests statistical testing choices for detecting meaningful changes in Steelcase workplace utilization metrics.

Confidence IntervalsHypothesis TestingStatistical SignificanceSteelcase
End-to-End Recommendation for Workspace LayoutsHard

Tests system design for recommendation pipelines, data, modeling, and evaluation in a real product context.

ML RankingRetrievalRecommendation SystemsSteelcase
Experiment for Productivity ImpactHard

Tests experimental design, power considerations, and bias control for workplace interventions.

experiment designGuardrail Metricsprimary metricsSteelcase
More questions with a free account

Sign up to see every question

Create a free account to unlock this list and practice real interview questions.

Get my prep plan
The finish line: interview-readyComplete all 32 questions plus 3 hands-on drills to finish this plan.