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Updated weekly · Last refresh Oct 17

T Mobile Us Data Scientist Interview Questions

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

26questions
~4htotal time
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1
Machine LearningStart here. 3 questions · ~24 min
2
Product Sense3 questions · ~24 min
Segment Customers for Campaign TargetingMedium

Approach for defining actionable customer segments for a targeted marketing campaign and choosing the right trade-offs.

User SegmentsFeature PrioritizationUser NeedsT Mobile Us
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3
Statistics & Probability3 questions · ~24 min
Sample Size and Power PlanningMedium

Reason about sample size, power, and minimum detectable effect before launching an experiment.

Hypothesis TestingPower AnalysisSample SizeT Mobile Us
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4
Behavioral & Leadership7 questions · ~57 min
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5
More topics10 questions · ~82 min
Resolve Conflicting Metric Test ResultsHard

Design an experiment where a workflow change lifts containment but may hurt CSAT, and define a ship rule that respects guardrails.

ExperimentationGuardrail MetricsA/B TestingT Mobile Us
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 IndicatorsDiagnosisT Mobile Us
Build Streaming Data PipelinesHard

Assesses pipeline design for data quality, schema evolution, and robustness in streaming systems.

data handlingT Mobile Us
Analyze a Historical DatasetMedium

Evaluates practical data analysis skills, including exploration, cleaning, and deriving insights from messy data.

Data AnalysisT Mobile Us
Unsupervised Clustering EvaluationMedium

Tests evaluation strategy for unsupervised clustering without labeled data.

ClusteringEvaluation TechniquesModel MetricsT Mobile Us
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 26 questions plus 3 hands-on drills to finish this plan.