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Updated weekly · Last refresh Oct 17

Uber Drivers Research Scientist Interview Questions

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

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1
CodingStart here. 3 questions · ~28 min
Return True on Duplicate ItemsEasy
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Determine whether any item occurs more than once in a list using a hash set.

deduplicationArraysProgrammingUber Drivers
Simulate Driver Wait TimesMedium
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Simulate whole-minute driver wait times from a geometric probability distribution using seeded random sampling.

DistributionsCodingsimulationUber Drivers
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2
Statistics & Probability9 questions · ~84 min
Long-Term Impact of Loyalty ProgramMedium
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Tests causal evaluation and long-horizon measurement for retention outcomes.

experiment designRetentionUber Drivers
Incentive Experiment With InterferenceHard
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Tests causal inference methods for experiments with interference in driver and rider behavior.

experiment designNetwork InterferenceCausal InferenceUber Drivers
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3
System Design3 questions · ~28 min
Wait Time Trade-off OptimizationHard
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Tests system-level optimization thinking connecting latency metrics to marketplace performance.

wait timesUber Drivers
Incentivize Movement to Hot ZonesHard
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Tests ability to design incentive mechanisms that improve supply allocation before price changes.

Uber Drivers
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4
Behavioral & Leadership8 questions · ~75 min
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5
More topics2 questions · ~19 min
Experimenting With Surge PricingHard
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Assesses ability to design and analyze experiments for Uber Drivers pricing changes.

ExperimentationUber Drivers
Predict Driver Response to IncentivesMedium
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Tests machine learning modeling for uplift or response prediction tied to incentive strategies.

model trainingUber Drivers

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