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))

95 Questions 1 Company06.02.2026
Showing 20 results
Role
Meta logo
Meta
Medium
Software Engineer Locked

Design a food ordering and delivery system

This question evaluates a candidate's ability to design scalable, reliable backend systems including API design, data modeling, state management, disp...

System Design
8
0
73 people solved
Jan 5, 2026
Meta logo
Meta
Medium
Software Engineer

Debug and optimize React performance issues

Debug and optimize React performance issues React Debugging and Performance Assessment Background You're reviewing a React single-page application dur...

System Design
4
0
49 people solved
Aug 4, 2025
Meta logo
Meta
Hard
Software Engineer

Design a scalable key-value configuration service

Design a scalable key-value configuration service Design a Globally Distributed Key–Value Configuration Service Background You are asked to design a g...

System Design
5
0
51 people solved
Jul 15, 2025
Meta logo
Meta
Medium
Software Engineer

Design a Coding Contest Platform

Design an online coding contest platform that supports programming competitions, code submission, automated judging, and live leaderboards. The platfo...

System Design
1
0
23 people solved
Mar 17, 2026
Meta logo
Meta
Medium
Software Engineer

Design an online auction platform

Design an Online Auction System Design a scalable, highly available online auction platform where users can list items for auction and other users can...

System Design
3
0
55 people solved
Dec 7, 2025
Meta logo
Meta
Medium
Software Engineer Locked

Design a fitness tracking app

This question evaluates a candidate's competency in designing end-to-end backend architectures, specifying core APIs, modeling workout and geospatial ...

System Design
7
0
61 people solved
Mar 12, 2026
Meta logo
Meta
Hard
Software Engineer

Design an Instagram-like photo-sharing platform

System Design: Instagram-like Photo and Short-Video Platform Goal Design an Instagram-like platform for photos and short videos. The design should cov...

System Design
4
0
46 people solved
Sep 6, 2025
Meta logo
Meta
Hard
Software Engineer

Merge customers and preserve history

Question Implement mergeCustomers(String oldId, String newId) for a payments/ledger platform. The call absorbs oldId into the survivor newId while pre...

System Design
6
0
49 people solved
Sep 6, 2025
Meta logo
Meta
Hard
Software Engineer

Design a basic bank system API

In-Memory Bank System: API, Data Model, Invariants, Semantics, and Edge Cases Goal Design and implement an in-memory bank system that supports account...

System Design
9
0
66 people solved
Sep 6, 2025
Meta logo
Meta
Hard
Software Engineer

Design an online auction platform

System Design: Real-Time English Auction Platform Goal Design an online auction platform that supports English-style auctions with: - Reserve price - ...

System Design
10
0
80 people solved
Sep 6, 2025
Meta logo
Meta
Easy
Machine Learning EngineerSenior+ Locked

Design an Online Coding Judge

This question evaluates system design and scalability skills for building a high-throughput, low-latency online coding judge, covering distributed arc...

System Design
2
0
39 people solved
Feb 27, 2026
Meta logo
Meta
Medium
Software Engineer

Design a post privacy/visibility system

Design a privacy system for social media posts (similar to Facebook post privacy). Requirements: - Each post can be: Public, Friends, Friends-of-frien...

System Design
5
0
49 people solved
Feb 25, 2026
Meta logo
Meta
Medium
Software Engineer

Design a ride-sharing system like Uber

Design a ride-sharing system. Requirements: - Riders request trips with pickup/dropoff. - Drivers send frequent location updates. - Match riders to ne...

System Design
5
0
52 people solved
Feb 25, 2026
Meta logo
Meta
Medium
Software Engineer

Design a price drop tracking service

Design a price tracking service like CamelCamelCamel. Requirements: - Users track products and receive alerts when price drops below a threshold. - Pe...

System Design
6
0
54 people solved
Feb 25, 2026
Meta logo
Meta
Medium
Software Engineer

Design core bank operations

Design core bank operations Design a BankSystem Class (Take‑home Project) Goal Design and document a BankSystem class that supports three operations: ...

System Design
3
0
35 people solved
Aug 9, 2025
Meta logo
Meta
Hard
Software Engineer

Design an online auction system

Design an online auction system System Design: Real-Time Online Auction Platform You are asked to design an online auction system that supports real-t...

System Design
6
0
54 people solved
Aug 7, 2025
Meta logo
Meta
Hard
Software Engineer

Design a bank system with scheduling and rankings

Design a bank system with scheduling and rankings Design an In‑Memory Bank System (Technical Screen) You are designing an in‑memory bank ledger that s...

System Design
6
0
98 people solved
Jul 27, 2025
Meta logo
Meta
Hard
Software Engineer

Design a Dropbox-like file storage and sync service

Design a Dropbox-like file storage and sync service Design a cloud file storage and synchronization service like Dropbox / Google Drive. The system sh...

System Design
7
0
55 people solved
Jul 15, 2025
Meta logo
Meta
Medium
Software Engineer Locked

Design content moderation for a posting app

This question evaluates a candidate's ability to design content-moderation features, covering competencies in scalable system design, API and data mod...

System Design
4
0
64 people solved
Feb 12, 2026
Meta logo
Meta
Medium
Software Engineer Locked

Design a live video comments system

This question evaluates skills in designing scalable, low-latency real-time systems, covering fan-out delivery, ordering and consistency semantics, du...

System Design
8
0
64 people solved
Feb 11, 2026

Frequently Asked Questions

How difficult are Meta System Design interview questions?
Meta System Design interviews are typically challenging because they test breadth and depth across architecture, trade-offs, and operational concerns rather than one correct answer. Expect open-ended prompts that require scoping, high-level architecture, data modeling, capacity estimates, and a prioritized list of non-functional requirements. Difficulty scales with level: entry and early-mid engineers are evaluated on decomposition, core patterns, and clear trade-offs; senior candidates must show system-wide thinking, operational ownership, reliability and cost trade-offs, and experience with large-scale production constraints. Success depends on structure, clear assumptions, and concise trade-off justification.
Where does System Design appear in Meta's interview process and what format should I expect?
System Design typically appears in onsite or virtual onsite rounds for mid and senior engineering roles and occasionally during later-stage phone screens for more experienced candidates. The format is usually a 45 to 60 minute conversation with a single interviewer where you clarify requirements, sketch a high-level architecture, detail data flow and storage, and discuss scaling, failure modes, and trade-offs. For product-adjacent or ML roles you may see hybrid prompts that mix design with product constraints or model deployment. Interviewers look for clarity, iterative refinement, and evidence of operational experience.
How long should I prepare for Meta System Design interviews and what should a timeline look like?
Preparation time depends on baseline experience. An accelerated two-week plan focuses on 6–8 core problems, practicing clear requirement-gathering and capacity estimates. A one-month plan includes regular mock interviews, 15–20 canonical system designs (feed, messaging, cache, rate limiter), and targeted reading on distributed systems. A three-month plan is for deeper mastery: build end-to-end designs, study consistency models, practice cost and operational trade-offs, and iterate with feedback. In every timeline prioritize synthesis, sketching clean diagrams, and rehearsing concise trade-off explanations under time pressure.
What key subtopics within System Design should I master for Meta interviews?
Master the fundamentals: requirements clarification, high-level architecture, API design, and data modeling. Be fluent in scalability patterns such as load balancing, sharding, replication, caching, and CDNs, and understand consistency vs availability trade-offs. Know streaming and batch pipelines, queues, rate limiting, and backpressure. Demonstrate capacity planning with rough QPS/storage estimates, failure modes, monitoring and alerting, and security/privacy considerations. For Meta specifically, real-time systems (messaging, presence), personalization pipelines, and multi-region replication questions often appear, so be prepared to reason about latency, replication lag, and cross-region costs.
What standout tips and common pitfalls should I know for Meta System Design interviews?
Standout tips: start by asking clarifying questions and scoping the problem, present a clear two- to three-tier high-level design, and show incremental refinement with trade-offs at each step. Always provide back-of-the-envelope capacity estimates and prioritize the most critical user journeys. Discuss operational concerns like monitoring, SLOs, and failure recovery. Common pitfalls include over-engineering irrelevant components, skipping assumptions, failing to justify trade-offs, and neglecting cost or operational complexity. Avoid memorized scripts; interviewers favor adaptive reasoning and evidence you can own the system in production.

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