Design backend for Uber-like ride-hailing service

Q: Design backend for Uber-like ride-hailing service

This is a System Design interview question from Snapchat for Software Engineer roles. View the full question and solution on PracHub.

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Question

Design the backend system for a ride-hailing platform similar to Uber.

Focus on:

How ride requests are placed and matched with drivers ("order taking").
How user profiles (riders and drivers) are stored and accessed.
High-level handling of real-time locations on a map (you can keep this part relatively brief).
How the system should handle peak-hour traffic , when there is a large spike in ride requests.

Assume this is for a mid-level backend engineer role; you do not need to go into low-level configuration details of specific technologies, but you should be concrete about architecture, data models, scaling strategies, and consistency considerations.

Design backend for Uber-like ride-hailing service

Solution

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