Design real-time ad impression and spend tracking

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Quick Overview

This question evaluates system design and distributed systems skills, focusing on real-time event ingestion, accurate counter aggregation, low-latency read paths, scalability, and consistency in an ad impression and spend-tracking context, and it belongs to the System Design/backend domain.

Design real-time ad impression and spend tracking

Company: Snapchat

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

Overview: This question evaluates system design and distributed systems skills, focusing on real-time event ingestion, accurate counter aggregation, low-latency read paths, scalability, and consistency in an ad impression and spend-tracking context, and it belongs to the System Design/backend domain.

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

|Home/System Design/Snapchat
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Snapchat
Feb 12, 2026
mediumSoftware EngineerOnsiteSystem Design
8
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