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Analytics System Design Case Studies

3 Analytics case studies from Airbnb with full breakdowns.

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Companies

Airbnb3Apple2LinkedIn2Meta2Microsoft2Netflix2Rippling2Salesforce2Atlassian1Bloomberg1Goldman Sachs1Google1Oracle1Pinterest1TikTok1Uber1

Topics

Distributed Systems 90Real-time 51Storage 43Data Pipelines 42API Design 41Databases 38Caching 37Security 32AI / ML 23Algorithms 20Scheduling 20Search 19Event Driven 14Fintech 14Payments 11Geospatial 11Analytics 11Observability 11E-commerce 11Messaging 10CDN 9Concurrency 8Ads 8Frontend 8Booking System 6Networking 5IoT 4Media 3Media Streaming 3Collaboration 3Rate Limiting 2
Airbnb✕Analytics✕Clear all
A/B Testing (Experimentation) Platform
5 min readAnalyticsData PipelinesDistributed Systems
Intermediate▶ Mock
Fast Host Listings Metrics Page (Airbnb)
4 min readAnalyticsDatabasesCaching
Intermediate▶ Mock
User Activity Collection and Recent-Window Queries
5 min readAnalyticsData PipelinesStorage
Intermediate▶ Mock

Frequently Asked Questions

What is Analytics in system design?

Analytics is a core system design topic covered in 11 case studies on InterviewSkool. It appears frequently in FAANG interviews, especially at Google, Amazon, and Meta.

How should I prepare Analytics for system design interviews?

Study the case studies above, focusing on architecture trade-offs, scale estimates, and API designs. Practice explaining your decisions aloud — this is exactly what interviewers evaluate.

Practice with a Mock Interview

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