Rate Limiter Design

Phone ScreenSnowflakeLast reported August 2026Medium Frequency
Reported
4× across candidate reports
First seen
August 2025
Last reported
August 2026
Reported outcome
fail

Problem Overview

Snowflake phone-screen question, reconstructed from 4 candidate reports (August 2025 to August 2026). Tests: rate limiting and time-window counts; concurrency and thread safety. Candidates reported 6 follow-ups. The write-up includes a Python solution that passes 11 test cases.

  • 6 candidate-reported follow-ups — the probes candidates report being asked, with the trigger for each
  • The full problem statement — full requirements, constraints, and edge cases
  • Approach and trade-offs — what passing candidates did, and the mistakes that sink people
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Verified Source
Every question is reconstructed from multiple independent candidate reports. Follow-ups candidates reported, not invented ones.
Codex Fact-Checked
Technical claims, formulas, and scale numbers are reviewed against primary sources.
Interviewer Follow-ups
The follow-ups candidates reported, with the trigger that prompts each one — plus the mistakes that sink people.
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