Design a Distributed Metrics Counter

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Quick Overview

This question evaluates a candidate's competency in designing scalable, highly available distributed systems for real-time telemetry ingestion and aggregation, covering concepts such as sharding, replication, durable storage, rollups, consistency trade-offs, and exact versus approximate counting.

Design a Distributed Metrics Counter

Company: Stripe

Role: Software Engineer

Category: System Design

Difficulty: hard

Interview Round: Onsite

Overview: This question evaluates a candidate's competency in designing scalable, highly available distributed systems for real-time telemetry ingestion and aggregation, covering concepts such as sharding, replication, durable storage, rollups, consistency trade-offs, and exact versus approximate counting.

Read the full Stripe Software Engineer interview experience this question came from

|Home/System Design/Stripe
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Stripe
Mar 1, 2026
hardSoftware EngineerOnsiteSystem Design
24
0
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