Top 31
Prep plan
Updated weekly · Last refresh Aug 30

Uber Drivers Applied Scientist Interview Questions

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

31questions
~4htotal time
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1
Machine LearningStart here. 4 questions · ~32 min
Detect Rare Payment FraudMedium
Recently asked

Build an imbalanced binary classifier for payment fraud detection using cost-sensitive learning, threshold tuning, and precision-recall evaluation.

Cross-ValidationFeature EngineeringSupervised LearningUber Drivers
Model Driver Trip AcceptanceMedium
Recently asked

Tests feature engineering, modeling approach, and evaluation for driver acceptance prediction at Uber Drivers.

Feature Engineeringmodel trainingSupervised LearningUber Drivers
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2
Statistics & Probability10 questions · ~80 min
Validating Comparable MarketsMedium
Recently asked

Tests pre-experiment diagnostics to ensure valid causal comparisons for Uber Drivers marketplace experiments.

SamplingHypothesis TestingStatistical SignificanceUber Drivers
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3
System Design5 questions · ~40 min
Supply-Demand During WeatherHard
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Tests system modeling and operational decision-making for Uber Drivers during demand and supply shocks.

Feature Driftsolution designUber Drivers
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4
Behavioral & Leadership6 questions · ~48 min
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5
More topics6 questions · ~48 min
NLP for Support Ticket TriageMedium
Recently asked

Tests applied NLP modeling and operationalization for Uber Drivers support workflows.

Text ClassificationNLPTokenizationUber Drivers
Optimize Spatial Join QueryHard
Recently asked

Tests performance engineering for large-scale spatial analytics on Uber Drivers data.

Performance TuningJoinsData WranglingUber Drivers
Optimize Delivery Order BatchingHard
Recently asked

Tests algorithm design for batching decisions that improve Uber Drivers delivery efficiency.

GreedypythonoptimizationUber Drivers
Metrics for Dynamic PricingMedium
Recently asked

Tests metric design and evaluation for Uber Drivers supply-demand balancing.

Evaluation TechniquesClassificationModel MetricsUber Drivers
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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 31 questions plus 3 hands-on drills to finish this plan.