Uber
Ride-hailing and delivery platform with massive real-time data challenges.
4 Rounds
~21 Days
Hard
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Data Scientist
•
Technical
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hard
Uber wants to test a new driver matching algorithm. However, drivers and riders share the same marketplace, meaning a standard A/B test might suffer from interference. How would you design this experiment?
#A/B Testing
#Switchback Testing
#Network Effects
#Marketplace Interference
Machine Learning Engineer
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Technical
•
hard
We want to roll out a new matching algorithm that pairs drivers and riders. How would you design the A/B test? What metrics would you track, and how do you handle network effects (interference) between the control and treatment groups?
#A/B Testing
#Network Effects
#Switchback Testing
#Statistics
Difficulty Radar
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The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
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