System Design Interview Questions

Practice 1,166 real System Design interview questions for 2026. Covers open-ended architecture problems from actual interviews with detailed solutions; System Design interview questions you can use for interview preparation at every seniority level, from mid-level backend roles to staff/infra interviews. System design rounds test how you scope problems, choose APIs and data models, size and shard storage, reason about latency, consistency, fault tolerance and operational costs, and trade off complexity vs. reliability. Companies that weight this category heavily include Meta, Google, and OpenAI, with Amazon and Rippling also asking system-style problems on many teams. Expect System Design to appear mid-to-late in an onsite loop as a 45–90 minute conversational whiteboard or collaborative doc exercise; interviewers score structure, technical depth, trade-off thinking, and communication. To prepare, practice a representative set of large-scale patterns, rehearse back-of-envelope scaling math, and run mock design interviews that force you to justify trade-offs under time pressure.

1.2k Questions 244 Companies08.05.2026
Showing 20 results
Role
Amazon logo
Amazon
Hard
Software Engineer

Design Thread-Safe Tagging and Bookstore Systems

Design Thread-Safe Tagging and Bookstore Systems System Design and OO Design (Onsite) Part 1: Thread-Safe Document–Tag Design Design object-oriented c...

System Design
6
0
53 people solved
Aug 4, 2025
Uber logo
Uber
Medium
Software Engineer

Design MapReduce for schedule aggregation

Design MapReduce for schedule aggregation MapReduce Design: Common Availability From Busy Intervals Context You are given large-scale calendar data: e...

System Design
6
0
96 people solved
Aug 1, 2025
Snapchat logo
Snapchat
Hard
Software Engineer

Parallelize the lock BFS safely

Parallelize the lock BFS safely Parallelizing BFS for the Rotating-Lock Problem Context You are given the classic rotating-lock problem (e.g., a 4-whe...

System Design
6
0
52 people solved
Jul 31, 2025
Apple logo
Apple
Medium
Software Engineer Locked

Design an Accurate Click Aggregator

This question evaluates a candidate's ability to design reliable, high-throughput event processing and analytics systems, emphasizing data modeling, i...

System Design
9
0
77 people solved
Dec 22, 2025
Meta logo
Meta
Hard
Software Engineer

Design searchable status & geolocation services

Design searchable status & geolocation services System Design: Searchable Short-Form Status Updates with Nearby Search Context Design a microblogging ...

System Design
7
0
49 people solved
Jul 29, 2025
Meta logo
Meta
Hard
Software Engineer

Design coding platform leaderboard system

Design coding platform leaderboard system System Design: Scalable Coding Platform with Live Global Leaderboard Context Design a coding challenge platf...

System Design
15
0
83 people solved
Jul 29, 2025
Meta logo
Meta
Medium
Software Engineer

Design Ticket Booking Auto Release

Design Ticket Booking Auto Release System Design: Auto-expiring Ticket Reservations Problem Design a ticket-booking system where a reserved ticket aut...

System Design
11
0
39 people solved
Jul 29, 2025
Coinbase logo
Coinbase
Hard
Software Engineer

Design real-time exchange data sync system

Design real-time exchange data sync system System Design: Real-Time Multi-Exchange Stock Data Ingestion and Live Web Page Context You are asked to des...

System Design
5
0
104 people solved
Jul 26, 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
4
0
49 people solved
Jul 15, 2025
OpenAI logo
OpenAI
Medium
Software Engineer Locked

Design an online real-time chess game

Design a real-time online chess service with WebSockets, matchmaking, server-authoritative game state and clocks, durable event storage, reconnect, sh...

System Design
26
0
186 people solved
Jan 10, 2025
Meta logo
Meta
Medium
Software Engineer Locked

Design an Instagram-like auction platform

This question evaluates expertise in large-scale system design, including distributed systems, data modeling, real-time messaging, consistency models,...

System Design
1
0
23 people solved
Oct 30, 2025
Meta logo
Meta
Hard
Software Engineer Locked

Design an ad click tracking system

This question evaluates a candidate's ability to architect a high-throughput, reliable ad event tracking system, including event modeling, streaming a...

System Design
2
0
33 people solved
Oct 21, 2025
Illumio logo
Illumio
Medium
Software Engineer Locked

Design a Moderated Messaging Service

This question evaluates system design competency, covering scalable distributed architecture, data modeling, API design, integration with external mod...

System Design
2
0
21 people solved
Oct 20, 2025
Meta logo
Meta
Medium
Software Engineer Locked

Design a flight search platform

This question evaluates understanding of distributed systems, API and data model design, large-scale data ingestion and indexing, search ranking and c...

System Design
1
0
25 people solved
Oct 17, 2025
Meta logo
Meta
Hard
Software Engineer

Design an e-commerce price tracking service

Design a backend system for an e-commerce price-tracking service. Users can track products from a large online retailer, view historical prices, and r...

System Design
1
0
28 people solved
Mar 23, 2025
LinkedIn logo
LinkedIn
Medium
Software Engineer

Explain database transactions and ACID

Database Transactions and ACID under Concurrency Prompt You are working with a relational database that supports transactions and multiple isolation l...

System Design
11
0
83 people solved
Sep 6, 2025
Meta logo
Meta
Hard
Machine Learning Engineer

Design scalable media storage and delivery

System Design: Global UGC Photos and Short Videos Store/Delivery Context Design a globally distributed system to store and deliver user-generated phot...

System Design
7
0
50 people solved
Sep 6, 2025
Meta logo
Meta
Hard
Software Engineer

Handle invalid input at system level

Design: Validation and Error Handling for a Top-K Frequency API Context You are designing a REST endpoint that computes the top-K most frequent values...

System Design
1
0
33 people solved
Sep 6, 2025
Snapchat logo
Snapchat
Hard
Software Engineer

Design product co-occurrence analytics API

Design RESTful APIs for Co‑Purchase Analytics Context You are designing backend APIs to power a "related products" module based on co‑purchase behavio...

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

Design a ticketing purchase system

System Design: High-Concurrency Ticket Purchasing With Seat Maps You are asked to design an end-to-end ticketing system for large on-sale events (e.g....

System Design
6
0
52 people solved
Aug 14, 2025

Frequently Asked Questions

How difficult are system design interview questions compared with other technical rounds?
System design interview questions are among the most open-ended and evaluative rounds, typically harder in assessment style than a single coding problem because they judge breadth, judgment, and tradeoff reasoning rather than only correctness. For mid-level roles you’ll be expected to scope a sensible end-to-end design and justify choices; senior and staff candidates must show capacity planning, failure-mode analysis, and operational tradeoffs. Companies that weight system design heavily, such as Meta, Google, Amazon, and OpenAI, expect crisp tradeoff language and pragmatic constraints. Success requires structured thinking, concrete numbers, and clear prioritization under time pressure.
Where in a typical interview loop does system design appear and how long are those rounds?
System design usually appears during the onsite or panel stage of a technical loop, most often as a dedicated 45–60 minute session; for senior candidates it can also show up in phone screens or as multiple rounds including a design-to-build follow-up. At Google, Meta, Amazon and OpenAI you can expect one or two design-focused interviews inside a multi-hour loop that also contains coding and behavioral rounds. Interviewers look for requirement framing in the first 5–10 minutes, high-level architecture in the next 25–35 minutes, and targeted deep dives and tradeoffs in the final 5–15 minutes.
How long should I prepare for system design interviews to be competitive?
Preparation time depends on level: mid-level candidates typically need four to eight weeks of focused work to internalize frameworks and practice 10–15 canonical designs; senior and staff candidates commonly prepare three to four months to deepen distributed systems, reliability patterns, and operational experience. Aim for weekly deliberate practice that mixes mock interviews, whiteboard runs, and written designs, with at least a handful of timed, full-length mock sessions. If you’re targeting companies like OpenAI or Meta where ML and scale-specific design are common, include targeted practice on model-serving and data pipelines.
What key subtopics should I master for system design interviews in 2026?
Master the end-to-end flow: requirement elicitation, API design, data model, capacity planning and scaling, storage choices, caching, load balancing, partitioning and consistency tradeoffs, and reliability/operational concerns such as monitoring and SLOs. For AI-focused roles at OpenAI and Google, add model serving, feature stores, model metadata, and evaluation pipelines. For Amazon-style questions emphasize cost, availability, and customer impact; for enterprise SaaS companies like Rippling, include multi-tenant isolation, RBAC, compliance, and auditability. Be fluent with concrete numbers, failure modes, and caching and database tradeoffs.
What are the standout tips and common pitfalls to avoid in system design interviews?
Begin by clarifying scope and constraints, then propose a simple end-to-end design before digging into optimizations; interviewers reward sensible scoping and justified tradeoffs more than encyclopedic feature coverage. Use capacity estimates and latency/bandwidth numbers to make design decisions concrete. Avoid common pitfalls: over-designing irrelevant features, skipping failure modes and monitoring, being vague about APIs or data models, and saying “throw a queue at it” without explaining why. For security- or compliance-sensitive domains, explicitly address privacy and audits. Close by summarizing tradeoffs and next steps to show product and operational awareness.

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