Meta System Design Interview Questions
Meta System Design interview questions at Meta focus on building large-scale, reliable, and maintainable services. What’s distinctive is the emphasis on trade-offs that matter at billions-of-requests scale: clear product metrics, data modeling, API contracts, caching and storage choices, consistency vs. availability, operational tooling, and how ML components fit into the pipeline. Interviewers evaluate how you clarify requirements, set measurable success criteria, prioritize constraints, and communicate end-to-end architecture decisions under time pressure. ([designgurus.io](https://www.designgurus.io/blog/meta-system-design-interview-questions?utm_source=openai)) Expect an open-ended discussion where clarifying questions and a simple sketch come first, followed by deeper exploration of components, data flow, scaling strategies, failure modes, and monitoring. For interview preparation, practice a repeatable framework: clarify goals, define APIs and data models, select storage and caching, reason about bottlenecks and trade-offs, and describe operational plans. Time-box mock designs and rehearse explaining trade-offs to non-specialists; showing clear, measurable decisions and awareness of real-world constraints is what distinguishes strong candidates. ([systemdesignhandbook.com](https://www.systemdesignhandbook.com/guides/meta-ml-system-design-interview/?utm_source=openai))

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Design a location-based radius top-K search
Design a location-based search service. Input: - latitude, longitude - radius (meters) - K Output: - The top K locations within the radius. The term “...
Design an online auction system
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Define metrics and data model for product features
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Design a recommendation system from scratch
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Design content moderation for a posting app
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Evaluate impact of short videos in feed
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Design a system to detect weapon posts
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Design a weapon-ad harmful content detection system
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Design a live video comments system
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Model entities for feed content and shares
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Design an online coding contest platform
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Design coding platform with global leaderboard
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Troubleshoot a single-node web outage
You own a single-machine web server (one host running the web service). Suddenly users report that a specific page (or the whole website) is down. 1. ...
Design batch and streaming ETL architecture
System Design: End-to-End Data Platform for Product Analytics (Batch + Near-Real-Time) Context Design a scalable data platform for a large consumer pr...
Design a ranking and recommendation system
Design a ranking + recommendation system for a personalized feed (e.g., short videos, posts, or products). Requirements Core goals - Given a user U, r...
Design an in-memory cloud storage system
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Design a food ordering and delivery system
Design a backend system for a food ordering + delivery platform (like a marketplace that connects customers, restaurants, and delivery couriers). Core...
Design a marketplace price tracking service
Design a large-scale product price tracking service similar to an e-commerce price monitor. Users can submit product links from a major online marketp...
Design real-time live comments
Design a real-time comment system for live video (e.g., Facebook Live comments). Requirements: - Viewers post comments; all viewers see new comments q...