System design
Uber system design leans heavily on geo-partitioning, real-time dispatch, and consistency-under-contention problems (e.g., surge pricing, marketplace matching).
Uber coding interview — the patterns you should actually drill.
TL;DR
Uber's loop is 4–5 rounds: two coding, one system design, one behavioral, and one 'design and implement' round where coding and design are combined. L5+ adds an architecture round.
Top 5 patterns at Uber
These patterns show up most often in publicly-reported Uber loops. Master the first three before you move on.
- #1Graph BFS / DFS
Breadth-first for shortest unweighted paths; depth-first for exhaustive traversal.
- #2Heap & Priority Queue
A data structure that returns the min or max in O(log n) per operation.
- #3Interval Sweep
Sort events by time, sweep a line, maintain an active set for overlap questions.
- #4Dynamic Programming
Break an overlapping-subproblem problem into a recurrence and cache results.
- #5Topological Sort
Linear ordering of a DAG consistent with its dependencies.
Behavioral
Uber's cultural values rotate — stay current. Stories about shipping under ambiguity and raising the bar on engineering rigor reliably land.
Uber quirk
Expect one round that mixes coding and design into a single 60-minute session. Budget time explicitly.
Frequently asked questions
- What patterns does Uber ask in coding interviews?
- Most-reported patterns in Uber loops: Graph BFS / DFS, Heap & Priority Queue, Interval Sweep, Dynamic Programming, Topological Sort. These 5 patterns cover the majority of the coding rounds.
- How long is a Uber interview loop?
- Uber's loop is 4–5 rounds: two coding, one system design, one behavioral, and one 'design and implement' round where coding and design are combined. L5+ adds an architecture round.
- What is unique about Uber's interview?
- Expect one round that mixes coding and design into a single 60-minute session. Budget time explicitly.
- What does system design at Uber look like?
- Uber system design leans heavily on geo-partitioning, real-time dispatch, and consistency-under-contention problems (e.g., surge pricing, marketplace matching).
- How should I prepare behaviorally for Uber?
- Uber's cultural values rotate — stay current. Stories about shipping under ambiguity and raising the bar on engineering rigor reliably land.
- How many weeks of prep do I need for a Uber onsite?
- Most candidates benefit from 8–12 weeks of structured prep: 4 weeks on pattern fluency, 4 weeks on timed practice, and 2–4 weeks on mock interviews and Uber-specific topics.
Drill the Uber pattern distribution.
Start with the diagnostic. We'll weight your loop toward the 5 patterns above.