Cracking Roblox's Software Engineer Interview: Mastering Rate Limiter Challenges

roblox | Software Engineer | Interview Experience

Interview Date: Not specified
Result: Not specified
Difficulty: Not specified

Interview Process

The interview started with basic background questions about my experience and reason for applying. After that, the interviewer introduced the problem: ‘Rate Limiter’. The task was to implement a rate limiting algorithm that controls the rate at which requests are processed.

I explained my thought process about how to structure the solution and mentioned different approaches like token bucket and leaky bucket algorithms. The interviewer asked me to code the solution in real-time, which I did in Python.

After coding, I discussed the time and space complexity. The interviewer then asked some follow-up questions regarding how to handle edge cases such as burst requests and how to persist the state if the system crashes. Finally, we touched upon how the rate limiter could be scaled in a distributed system context. Overall, it was a positive experience and the interviewer was very supportive throughout the process.

Technical Questions

  1. Rate Limiter (Algorithm, Design)

Tips & Insights

Focus on explaining your thought process clearly and be prepared to discuss edge cases and scalability in system design.