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Updated weekly · Last refresh Oct 17

T-Mobile Data Scientist Interview Questions

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

30questions
~4htotal time
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1
Machine LearningStart here. 6 questions · ~50 min
Handling Missing Data in MLMedium

Explain practical strategies for handling missing data and how to validate that the chosen approach improves model performance.

Feature EngineeringData WranglingSupervised LearningT-Mobile
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2
Product Sense3 questions · ~25 min
Data-Driven Mobile App FeatureMedium

Tests product analytics thinking, experimentation readiness, and metrics selection.

Feature PrioritizationUser NeedsMVPT-Mobile
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3
SQL & Data Manipulation3 questions + 2 drills · ~45 min
4
Behavioral & Leadership9 questions · ~76 min
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5
More topics9 questions · ~76 min
Define a Product North StarMedium

Define a North Star Metric for a product and explain how it guides KPI selection and growth decisions.

User SegmentsNorth Star MetricKPIsT-Mobile
Plan Sample Size for In-App ExperimentMedium

Estimate sample size and power for an experiment, define MDE and guardrails, and decide whether the test is worth running.

MDEPower AnalysisSample SizeT-Mobile
Choosing Batch vs Real TimeHard

Evaluate when a pipeline should use stream processing versus scheduled batch based on latency, cost, complexity, and data quality needs.

Stream ProcessingBatch ProcessingDependenciesT-Mobile
Evaluating a Classification ModelMedium

Tests model evaluation methodology, metrics selection, and validation practices.

PrecisionAccuracyRecallT-Mobile
Statistical Significance of SatisfactionMedium

Tests hypothesis testing choices, assumptions, and interpretation of statistical significance.

Confidence IntervalsHypothesis TestingStatistical SignificanceT-Mobile
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