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Uber Interview Problems
(48)
Problems reported from Uber data science interviews
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Title
Difficulty
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Model Deployment with Containers
Pro
Medium
Conceptual
Uber
DoorDash
practical-experience
RANK and DENSE_RANK Comparison
Pro
Medium
SQL
Uber
Stripe
Two Sigma
window-functions
Recursion vs Iteration
Pro
Medium
Conceptual
Uber
Airbnb
computer-science
ROW_NUMBER for Pagination
Pro
Medium
SQL
Amazon
Uber
Airbnb
window-functions
Search in Rotated Sorted Array
Pro
Medium
Python
Amazon
Uber
Google
sorting
Unlock all 48+ problems
Self Join to Find Employee Pairs in Same Department
Pro
Medium
SQL
Airbnb
Uber
LinkedIn
joins
SQL vs NoSQL Trade-offs
Pro
Medium
Conceptual
Uber
Meta
computer-science
Statistical Power
Pro
Medium
Conceptual
Airbnb
Netflix
Uber
statistics
Unmatched Records: Orders Without Customers
Pro
Medium
SQL
Stripe
Airbnb
Uber
joins
Weekday vs Weekend Orders
Pro
Medium
SQL
Uber
DoorDash
Instacart
date-functions
Unlock all 48+ problems
Attribution Modeling
Pro
Hard
Conceptual
Google
Meta
Uber
business-skills
Concurrency: Race Conditions
Pro
Hard
Conceptual
Uber
Meta
computer-science
Hierarchical Self Join for Org Chart
Pro
Hard
SQL
Airbnb
LinkedIn
Uber
joins
Join with Aggregation and Filtering
Pro
Hard
SQL
LinkedIn
Uber
Stripe
joins
LAG and LEAD for Sequential Comparison
Pro
Hard
SQL
Two Sigma
Uber
Amazon
window-functions
Unlock all 48+ problems
Merge K Sorted Lists
Pro
Hard
Python
Google
Amazon
Uber
sorting
Moving Average with Window Frame
Pro
Hard
SQL
Amazon
Two Sigma
Uber
window-functions
North Star Metric Selection
Pro
Hard
Conceptual
Uber
Airbnb
DoorDash
business-skills
PERCENT_RANK for Distribution Analysis
Pro
Hard
SQL
Two Sigma
Amazon
Uber
window-functions
Permutation Test Mechanics
Pro
Hard
Conceptual
Netflix
Uber
Airbnb
statistics
Unlock all 48+ problems
Time Series Resample
Pro
Hard
Python
Uber
Netflix
Spotify
pandas
Top Earning Product in Each Category Using Subquery
Pro
Hard
SQL
Amazon
Walmart
Uber
subqueries
Windowed Aggregation
Pro
Hard
Python
Airbnb
DoorDash
Uber
pandas
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