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Design an A/B Testing Platform

Last updated: Apr 16, 2026

Quick Overview

This question evaluates a candidate's ability to design scalable, reliable experimentation and analytics platforms, testing competencies in distributed systems architecture, deterministic user allocation and stickiness, event ingestion and logging, metric computation, and statistical validity for A/B testing.

  • hard
  • Affirm
  • System Design
  • Software Engineer

Design an A/B Testing Platform

Company: Affirm

Role: Software Engineer

Category: System Design

Difficulty: hard

Interview Round: Onsite

Quick Answer: This question evaluates a candidate's ability to design scalable, reliable experimentation and analytics platforms, testing competencies in distributed systems architecture, deterministic user allocation and stickiness, event ingestion and logging, metric computation, and statistical validity for A/B testing.

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|Home/System Design/Affirm

Design an A/B Testing Platform

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Affirm
Feb 27, 2026, 12:00 AM
hardSoftware EngineerOnsiteSystem Design
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