Design an A/B testing platform

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Quick Overview

This question evaluates the ability to design an end-to-end A/B testing platform, assessing competencies in distributed systems architecture, data modeling, event ingestion and storage, client/server SDKs, deterministic user bucketing, metric computation, and statistical analysis.

Design an A/B testing platform

Company: Affirm

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates the ability to design an end-to-end A/B testing platform, assessing competencies in distributed systems architecture, data modeling, event ingestion and storage, client/server SDKs, deterministic user bucketing, metric computation, and statistical analysis.

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

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Mar 7, 2026
mediumSoftware EngineerTechnical ScreenSystem Design
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