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Updated weekly · Last refresh Oct 17

Tempus AI Data Scientist Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions · ~70 min
2
Machine Learning8 questions · ~70 min
Analyze Oncology Data with Kaplan-Meier and Cox ModelsHard

Use Kaplan-Meier curves and Cox Proportional Hazards models to analyze survival outcomes in oncology data.

Supervised LearningTempus AI
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3
Product Sense8 questions · ~70 min
Evaluate AI Feature User ValueMedium

Framework for judging whether an AI feature creates real user value, not just technically correct output.

User NeedsUse CasesProduct VisionTempus AI
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4
Metrics4 questions · ~35 min
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsTempus AI
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5
Statistics & Probability8 questions · ~70 min
scRNA-seq vs RNA-seq for HeterogeneityMedium

Evaluates your understanding of single-cell versus bulk RNA approaches for biological heterogeneity.

Tempus AI
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6
A/B Testing & Experimentation5 questions · ~44 min
Multiple Experiments and False PositivesHard

Tests your ability to control error rates across multiple concurrent experiments.

Statistical Significancefalse positivesTempus AI
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7
More topics9 questions · ~78 min
NLP Project ImplementationMedium

Assesses your practical NLP experience and your ability to implement solutions end to end.

implementationTempus AI
Clinical Model Performance EvaluationMedium

Tests ability to choose metrics and validation strategies aligned with clinical decision-making.

F1 ScoreAccuracyTempus AI
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