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Updated weekly · Last refresh Oct 17

Uber Drivers Data Scientist Interview Questions

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

35questions
~5htotal time
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1
Statistics & ProbabilityStart here. 5 questions · ~45 min
Expected Value and Uber Case ProblemMedium
Recently asked

Evaluates probability reasoning and ability to apply expected value to Uber Drivers scenarios.

case studyExpected ValueUber Drivers
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2
Machine Learning4 questions · ~36 min
Churn Definitions and PredictionHard
Recently asked

Assesses churn definition clarity and supervised modeling for Uber Drivers retention.

model trainingUber Drivers
Time Series Model EvaluationHard
Recently asked

Evaluates statistical reasoning and correct evaluation methodology for time series models.

Bias-Variance TradeoffUber Drivers
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3
A/B Testing & Experimentation5 questions · ~45 min
CUPED for Variance ReductionHard
Recently asked

Evaluates understanding of CUPED and its application to experiment variance reduction.

CUPEDUber Drivers
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4
SQL & Data Manipulation8 questions · ~72 min
Cumulative Sum Without PandasMedium
Recently asked

Tests ability to implement core data transformations efficiently without pandas.

pandasUber Drivers
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5
Product Sense4 questions · ~36 min
Design a Risk Feature LaunchMedium
Recently asked

Assesses product sense for launching risk features on Uber Drivers using data-driven impact measurement.

case studyUber Drivers
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6
Behavioral & Leadership6 questions · ~54 min
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7
More topics3 questions · ~27 min
Fraud Risk Tradeoffs and Confusion MatrixMedium
Recently asked

Evaluates model evaluation judgment and communication under feedback for fraud risk decisions.

Confusion MatrixUber Drivers
Metric Hierarchy for Two-Sided MarketplaceHard
Recently asked

Tests ability to structure metrics across supply, demand, and outcomes for a marketplace.

North Star Metrickpi hierarchyUber Drivers
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The finish line: interview-readyComplete all 35 questions to finish this plan.