Top 12
Prep plan
Updated weekly · Last refresh Oct 17
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Carrier Data Scientist Interview Questions

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

12questions
~2htotal time
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1
A/B Testing & ExperimentationStart here. 4 questions · ~37 min
Explain a P-Value in Plain LanguageHard

Explain a p-value in everyday language and distinguish statistical significance from practical importance.

experiment designMDEprimary metricsCCarrier
Assessing Statistical SignificanceHard

Explain how to select, execute, and interpret statistical significance tests for A/B test results.

experiment designGuardrail MetricsData AnalysisCCarrier
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 TestingCCarrier
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2
Behavioral & Leadership4 questions · ~37 min
Initiative in Technical ProjectsMedium

Tests ownership, initiative, prioritization, and the ability to deliver measurable results without waiting for direction.

project experienceinitiativeOwnershipCCarrier
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3
More topics4 questions · ~37 min
Rolling Average with SQL Window FunctionsMedium
Practice

Use a PostgreSQL window function to calculate inclusive 30-day rolling sensor averages for active WSP monitoring assets.

Window FunctionssqlCCarrier
Diagnose Engagement DropHard

Identify the causes of a quarterly engagement decline through metric validation, decomposition, segmentation, and trend analysis.

MetricsDiagnosisuser engagementCCarrier
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceCCarrier
Investigate Metric DropMedium

Diagnose a below-expectations product metric drop using decomposition, guardrails, and experiment checks.

metric selectionDiagnosiskpi hierarchyCCarrier

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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 12 questions plus 2 hands-on drills to finish this plan.