[In the coming weeks, Exponent is becoming Aced.](/content/blog/exponent-is-becoming-aced?src=banner/index.html) [Skip to main content](/content/courses/software-engineering?src=nav#main-content/index.html) Reviews30 Curriculum Features FAQ [Upgrade now](/content/upgrade?course=software-engineering&src=course/index.html) # Software Engineering Interview Prep Land your dream software engineering role at Google, Amazon, Microsoft, Meta, Apple, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates—practice data structures, algorithms, system design, people management, behavioral interviews, and more. Top SWE interview questions and answers Coding exercises and feedback System design fundamentals and examples Full-length mock interviews & walkthroughs 4.8/5 41,700+ students Updated Sep 2026 [Get all access for $12 / month](/content/upgrade?course=software-engineering&src=course/index.html) [Try free preview](/content/courses/software-engineering/swe-intro/swe-welcome/index.html) PausePlay % buffered00:00 UnmuteMute Settings CaptionsDisabledQualityundefinedSpeedNormal CaptionsGo back to previous menu QualityGo back to previous menu SpeedGo back to previous menu 0.5×0.75×Normal1.25×1.5×1.75×2× Exit fullscreenEnter fullscreen Software Engineering Interview Course (Trailer) - YouTube Tap to unmute [Software Engineering Interview Course (Trailer)](https://www.youtube.com/watch?v=wkNaOSI2Htw) [Aced (formerly Exponent)](https://www.youtube.com/channel/UCjm_qVkCPjOVDz9BWjNqO9A) Aced (formerly Exponent)509K subscribers Play Taught by Jacob SimonSoftware Engineer, Dropbox, Exponent Co-founder Neamah H.ML Engineer, Meta Angelica C.ML Engineer, Google Neeraj GuptaEngineering Manager, eBay Hozefa JodiawallaEngineering Manager, Meta, Maven Clinic Kevin WeiSenior Product Manager, Amazon Stephen CognettaProduct Manager, Google, Exponent Co-founder Abhishek KumarEngineering Manager, Google Jimmy WuML Engineer, Amazon Adam SchneiderTechnical Program Manager, Activision, Dogdata Andreas DiasStaff Software Engineer, Team Lead, Modern Health Karan Pratap SinghSoftware Engineer, Curebase Kay TomaProduct Manager, TikTok, Clubhouse Ali Nawaz Haider RizviSoftware Engineer, Amazon Navneet G.Engineering Manager, Meta Greg DePaulAI Researcher, PatternAI, Meta Ahmed KhaledSoftware Engineer, Google Chance MillerSoftware Engineer, AWS, Google, Microsoft Michael XuSoftware Engineer, Google David SuFull Stack Engineer, Viewabo Dallon AsnesSenior Software Engineer, Uber Simon AyzmanTech Lead Manager, Monarch, ex-Google Daniel GriffinCo-founder & Sr. Engineering Manager, MainStreet Timothy LuongEngineering Manager, Scale AI Rohan MalhotraSoftware Engineer , Flipkart Thomas KimSenior Software Engineer, Instacart Aman Gupta Software Engineer, Google Lewin GanStaff Software Engineer, Forethought Ravi KantSenior Software Engineer, Apple Muhammad Hussein Solutions Architect, Dropbox Rahul ThathooDirector of Engineering, Square Jeff Pan Founder, Product Manager, Booking.com Christina NaumavoTechnical Program Manager, Google Vidal Graupera Engineering Manager, LinkedIn Josh LopezSolution Engineer, Salesforce, Twilio, Segment Jacob SimonSoftware Engineer, Dropbox, Exponent Co-founder Neamah H.ML Engineer, Meta Angelica C.ML Engineer, Google Neeraj GuptaEngineering Manager, eBay Hozefa JodiawallaEngineering Manager, Meta, Maven Clinic Kevin WeiSenior Product Manager, Amazon Stephen CognettaProduct Manager, Google, Exponent Co-founder Abhishek KumarEngineering Manager, Google Jimmy WuML Engineer, Amazon Adam SchneiderTechnical Program Manager, Activision, Dogdata Andreas DiasStaff Software Engineer, Team Lead, Modern Health Karan Pratap SinghSoftware Engineer, Curebase Kay TomaProduct Manager, TikTok, Clubhouse Ali Nawaz Haider RizviSoftware Engineer, Amazon Navneet G.Engineering Manager, Meta Greg DePaulAI Researcher, PatternAI, Meta Ahmed KhaledSoftware Engineer, Google Chance MillerSoftware Engineer, AWS, Google, Microsoft Michael XuSoftware Engineer, Google David SuFull Stack Engineer, Viewabo Dallon AsnesSenior Software Engineer, Uber Simon AyzmanTech Lead Manager, Monarch, ex-Google Daniel GriffinCo-founder & Sr. Engineering Manager, MainStreet Timothy LuongEngineering Manager, Scale AI Rohan MalhotraSoftware Engineer , Flipkart Thomas KimSenior Software Engineer, Instacart Aman Gupta Software Engineer, Google Lewin GanStaff Software Engineer, Forethought Ravi KantSenior Software Engineer, Apple Muhammad Hussein Solutions Architect, Dropbox Rahul ThathooDirector of Engineering, Square Jeff Pan Founder, Product Manager, Booking.com Christina NaumavoTechnical Program Manager, Google Vidal Graupera Engineering Manager, LinkedIn Josh LopezSolution Engineer, Salesforce, Twilio, Segment ## Featured videos Start with a free lesson, then unlock all 83 video lessons. \\ \\ Free\\ \\ **Practice: Move Zeros to End of Array**](/content/courses/software-engineering/swe-practice/move-zeros-to-end-of-array-practice/index.html) \\ \\ Members\\ \\ **How to Answer System Design Interview Questions**](/content/upgrade?course=software-engineering&src=course/index.html) \\ \\ Members\\ \\ **Be Seen as a Staff+ Engineer (Part 2: Analysis)**](/content/upgrade?course=software-engineering&src=course/index.html) Interview prep trusted by 1M+ candidates who've landed jobs at \\ \\ Unlock all lessons\\ \\ 83 videos · AI mocks · certificate\\ \\ Get access — $12/mo](/content/upgrade?course=software-engineering&src=course/index.html) ### What people like about this course Connor Software Engineer, Amazon Exponent's SWE interview prep was a perfect resource. It was clear and focused on key concepts that came up in most of my interviews. Huge thanks... Samuel C. Software Engineer, Braintree I found a very supportive community that gave me a lot of confidence to push through and present my best self in the interviews! Vaibhav Software Development Manager, Amazon The engineering manager course is one-of-a-kind and helps understand what the interviewer is expecting in leadership/behavioral questions... [See all reviews →](/content/reviews?src=course/index.html) What you'll find in this course 5 courses 83 videos 59 hours ### Software Engineering Introduction 5 lessons 1 video This course covers how software engineering interviews work, with lessons on the general SWE loop, a guide to software engineering levels, and tips for success. [Welcome to Exponent's Software Engineering Interview Prep Course!\\ \\ Free](/content/courses/software-engineering/swe-intro/swe-welcome/index.html) [The Software Engineering Interview Loop](/content/courses/software-engineering/swe-intro/swe-loop/index.html) [Coding Interviews at AI Companies\\ \\ Free](/content/courses/software-engineering/swe-intro/ai-companies-coding/index.html) \\ \\ Bonus: Google's SWE Interview Loop](/content/courses/software-engineering/swe-intro/swe-interview-google/index.html) [Software Engineering Levels](/content/courses/software-engineering/swe-intro/swe-levels/index.html) ### Software Engineering Coding Questions 15 modules 118 lessons 28 videos Review fundamental SWE concepts to help you tackle programming problems with confidence. Master the key data structures and algorithms in a variety of real coding questions and expert videos. Overview 6 lessons·5 videos [Tips for Acing Technical Coding Interviews](/content/courses/software-engineering/swe-practice/swe-tips/index.html) \\ \\ Choosing the Right Language for Your Technical Interview](/content/courses/software-engineering/swe-practice/choosing-the-right-language-for-your-technical-interview/index.html) \\ \\ Practice: Move Zeros to End of Array\\ \\ FreeEasy](/content/courses/software-engineering/swe-practice/move-zeros-to-end-of-array-practice/index.html) \\ \\ Practice: Remove Duplicates in String\\ \\ FreeMedium](/content/courses/software-engineering/swe-practice/remove-duplicates-in-string-practice/index.html) \\ \\ Practice: Contiguous Subarray Sum\\ \\ FreeHard](/content/courses/software-engineering/swe-practice/contiguous-subarray-sum-practice/index.html) \\ \\ Bonus: AI-Assisted Coding Round at Meta](/content/courses/software-engineering/swe-practice/bonus-ai-assisted-coding-round-at-meta/index.html) Fast Track 6 lessons·5 hr In a rush? This is your minimum viable prep. [How to Prep for a Coding Interview Fast\\ \\ Free](/content/courses/software-engineering/swe-practice/prep-coding-interview-fast/index.html) [Arrays, Two Pointers, Stacks, and Sliding Window\\ \\ Free](/content/courses/software-engineering/swe-practice/arrays-two-pointers-stacks-and-sliding-window/index.html) [Binary Search, Heaps, and Intervals\\ \\ Free](/content/courses/software-engineering/swe-practice/binary-search-heaps-and-intervals/index.html) [Linked Lists, Trees, and Tries\\ \\ Free](/content/courses/software-engineering/swe-practice/linked-lists-trees-and-tries/index.html) [Backtracking, Graphs, and DP\\ \\ Free](/content/courses/software-engineering/swe-practice/backtracking-graphs-dp/index.html) [How to Answer Any Coding Interview Question\\ \\ Free](/content/courses/software-engineering/swe-practice/how-to-answer-any-coding-interview-question/index.html) Time & Space Complexity 4 lessons [Understanding Big O Notation](/content/courses/software-engineering/swe-practice/understanding-big-o-notation/index.html) [Analyzing Time Complexity](/content/courses/software-engineering/swe-practice/analyzing-time-complexity/index.html) [Analyzing Space Complexity](/content/courses/software-engineering/swe-practice/analyzing-space-complexity/index.html) [Optimizing Your Algorithms](/content/courses/software-engineering/swe-practice/optimizing-your-algorithms/index.html) Coding Patterns 8 lessons [Introduction to Coding Patterns\\ \\ Free](/content/courses/software-engineering/swe-practice/introduction-to-coding-patterns/index.html) [Two Pointer\\ \\ Free](/content/courses/software-engineering/swe-practice/two-pointer/index.html) [Prefix Sum](/content/courses/software-engineering/swe-practice/prefix-sum/index.html) [Tortoise & Hare](/content/courses/software-engineering/swe-practice/tortoise-and-hare/index.html) [Sliding Window](/content/courses/software-engineering/swe-practice/sliding-window/index.html) [Two Pass](/content/courses/software-engineering/swe-practice/two-pass/index.html) [Bit Manipulation](/content/courses/software-engineering/swe-practice/bit-manipulation/index.html) [Cyclic Sort](/content/courses/software-engineering/swe-practice/cyclic-sort/index.html) Arrays 12 lessons·5 videos [Arrays\\ \\ Free](/content/courses/software-engineering/swe-practice/arrays/index.html) \\ \\ Move Zeros to End of Array\\ \\ FreeEasy](/content/courses/software-engineering/swe-practice/move-zeros-to-end-of-array/index.html) \\ \\ Three Sum\\ \\ Medium](/content/courses/software-engineering/swe-practice/three-sum/index.html) \\ \\ Merge Intervals\\ \\ Medium](/content/courses/software-engineering/swe-practice/merge-intervals/index.html) [Group Anagrams\\ \\ Medium](/content/courses/software-engineering/swe-practice/group-anagrams/index.html) \\ \\ Product of Array Except Self\\ \\ Medium](/content/courses/software-engineering/swe-practice/product-of-array-except-self/index.html) [Copy a Spiral Matrix\\ \\ Medium](/content/courses/software-engineering/swe-practice/matrix-spiral-copy/index.html) [Maximum Subarray Sum\\ \\ Medium](/content/courses/software-engineering/swe-practice/maximum-subarray-sum/index.html) [Container with Most Water\\ \\ Medium](/content/courses/software-engineering/swe-practice/container-with-most-water/index.html) [Task Scheduler\\ \\ Medium](/content/courses/software-engineering/swe-practice/task-scheduler/index.html) [Trap Rain Water\\ \\ Hard](/content/courses/software-engineering/swe-practice/trap-rain-water/index.html) \\ \\ Contiguous Subarray Sum\\ \\ FreeHard](/content/courses/software-engineering/swe-practice/contiguous-subarray-sum/index.html) Hash Tables 6 lessons·1 video [Hash Tables](/content/courses/software-engineering/swe-practice/hash-tables/index.html) [Maximum Profit\\ \\ FreeEasy](/content/courses/software-engineering/swe-practice/maximum-profit/index.html) [Difference of Arrays\\ \\ Easy](/content/courses/software-engineering/swe-practice/difference-of-arrays/index.html) [Smallest Missing Integer\\ \\ Easy](/content/courses/software-engineering/swe-practice/smallest-missing-integer/index.html) [Two Sum\\ \\ Easy](/content/courses/software-engineering/swe-practice/two-sum/index.html) \\ \\ Boggle Board\\ \\ Medium](/content/courses/software-engineering/swe-practice/boggle-board/index.html) Searching & Sorting 8 lessons·1 video [Sorting Algorithms](/content/courses/software-engineering/swe-practice/sorting-algorithms/index.html) [Binary Search](/content/courses/software-engineering/swe-practice/binary-search/index.html) [Number Finder\\ \\ Easy](/content/courses/software-engineering/swe-practice/number-finder/index.html) [Find the Duplicates\\ \\ Easy](/content/courses/software-engineering/swe-practice/find-the-duplicates/index.html) [K-Messed Array Sort\\ \\ Medium](/content/courses/software-engineering/swe-practice/k-messed-array-sort/index.html) \\ \\ Rotations in Circularly Sorted Array\\ \\ Medium](/content/courses/software-engineering/swe-practice/rotations-in-circularly-sorted-array/index.html) [Koko Eating Bananas\\ \\ Medium](/content/courses/software-engineering/swe-practice/koko-eating-bananas/index.html) [Find the Peak Element\\ \\ Medium](/content/courses/software-engineering/swe-practice/find-the-peak-element/index.html) String Manipulation 9 lessons·3 videos [Most Common Words\\ \\ FreeEasy](/content/courses/software-engineering/swe-practice/most-common-words/index.html) [Valid Palindrome\\ \\ Easy](/content/courses/software-engineering/swe-practice/valid-palindrome/index.html) [Validate IP Address\\ \\ Medium](/content/courses/software-engineering/swe-practice/validate-ip-address/index.html) [Decrypt Message\\ \\ Medium](/content/courses/software-engineering/swe-practice/decrypt-message/index.html) \\ \\ Minimum Window Substring\\ \\ Medium](/content/courses/software-engineering/swe-practice/minimum-window-substring/index.html) \\ \\ Serialize and Deserialize Strings\\ \\ Medium](/content/courses/software-engineering/swe-practice/serialize-deserialize-strings/index.html) [Longest Substring Without Repeat\\ \\ Medium](/content/courses/software-engineering/swe-practice/longest-substring-without-repeat/index.html) \\ \\ Remove Duplicates in String\\ \\ FreeMedium](/content/courses/software-engineering/swe-practice/remove-duplicates-in-string/index.html) [Longest Palindromic Substring\\ \\ Medium](/content/courses/software-engineering/swe-practice/longest-palindromic-substring/index.html) Graphs 9 lessons·3 videos [Graphs](/content/courses/software-engineering/swe-practice/graphs/index.html) [Graph Search](/content/courses/software-engineering/swe-practice/graph-search/index.html) [Degrees of Friendship\\ \\ FreeEasy](/content/courses/software-engineering/swe-practice/degrees-of-friendship/index.html) \\ \\ Sentence Similarity\\ \\ Medium](/content/courses/software-engineering/swe-practice/sentence-similarity/index.html) \\ \\ Number of Islands\\ \\ Medium](/content/courses/software-engineering/swe-practice/number-islands/index.html) [Rotting Oranges\\ \\ Medium](/content/courses/software-engineering/swe-practice/rotting-oranges/index.html) [Course Schedule\\ \\ Medium](/content/courses/software-engineering/swe-practice/course-schedule/index.html) \\ \\ Edit Distance\\ \\ Hard](/content/courses/software-engineering/swe-practice/edit-distance/index.html) [Redundant Connection\\ \\ Medium](/content/courses/software-engineering/swe-practice/redundant-connection/index.html) Trees 9 lessons·1 video [Trees](/content/courses/software-engineering/swe-practice/trees/index.html) [Balanced Tree\\ \\ Medium](/content/courses/software-engineering/swe-practice/balanced-tree/index.html) \\ \\ Diameter of a Tree\\ \\ Medium](/content/courses/software-engineering/swe-practice/diameter-tree/index.html) [Validate Binary Search Tree\\ \\ Medium](/content/courses/software-engineering/swe-practice/validate-binary-search-tree/index.html) [Construct Binary Tree\\ \\ Medium](/content/courses/software-engineering/swe-practice/construct-binary-tree/index.html) [Implement Trie\\ \\ Medium](/content/courses/software-engineering/swe-practice/implement-trie/index.html) [Lowest Common Ancestor of a Binary Tree\\ \\ Medium](/content/courses/software-engineering/swe-practice/lowest-common-ancestor-of-a-binary-tree/index.html) [Find Largest Smaller BST Key\\ \\ FreeHard](/content/courses/software-engineering/swe-practice/largest-smaller-bst-key/index.html) [BST Successor Search\\ \\ FreeHard](/content/courses/software-engineering/swe-practice/bst-successor-search/index.html) Stacks & Queues 8 lessons·1 video [Stacks](/content/courses/software-engineering/swe-practice/stacks/index.html) [Queues](/content/courses/software-engineering/swe-practice/queues/index.html) [Min Stack\\ \\ Medium](/content/courses/software-engineering/swe-practice/min-stack/index.html) [Reverse a Sentence\\ \\ Easy](/content/courses/software-engineering/swe-practice/sentence-reverse/index.html) [Valid Parentheses\\ \\ Easy](/content/courses/software-engineering/swe-practice/valid-parentheses/index.html) [Daily Temperatures\\ \\ Medium](/content/courses/software-engineering/swe-practice/daily-temperatures/index.html) [Shortest Cell Path\\ \\ Medium](/content/courses/software-engineering/swe-practice/shortest-cell-path/index.html) \\ \\ Conversion Ratios\\ \\ Hard](/content/courses/software-engineering/swe-practice/conversion-ratios/index.html) Linked Lists 6 lessons·2 videos [Linked Lists](/content/courses/software-engineering/swe-practice/linked-lists/index.html) [Reverse Linked List\\ \\ Easy](/content/courses/software-engineering/swe-practice/reverse-linked-list/index.html) [Linked List Cycle\\ \\ Easy](/content/courses/software-engineering/swe-practice/linked-list-cycle/index.html) \\ \\ Merge Sort Doubly Linked List\\ \\ Medium](/content/courses/software-engineering/swe-practice/merge-sort-doubly-linked-list/index.html) \\ \\ Merge Linked Lists\\ \\ Hard](/content/courses/software-engineering/swe-practice/merge-linked-lists/index.html) [LRU Cache\\ \\ Hard](/content/courses/software-engineering/swe-practice/lru-cache/index.html) Heaps 5 lessons·2 videos [Heaps](/content/courses/software-engineering/swe-practice/heaps/index.html) [Find Largest Numbers\\ \\ Medium](/content/courses/software-engineering/swe-practice/largest-numbers/index.html) \\ \\ Buy and Sell Stock\\ \\ Medium](/content/courses/software-engineering/swe-practice/buy-sell-stock/index.html) [Find Median from Data Stream\\ \\ Hard](/content/courses/software-engineering/swe-practice/find-median-from-data-stream/index.html) \\ \\ Meta Onsite Coding Round (Kth Largest Element in an Array and Minimum Remove to Make Valid Parentheses)](/content/courses/software-engineering/swe-practice/meta-onsite-coding-round-kth-largest-element-in-an-array-and-minimum-remove-to-make-valid-parentheses/index.html) Recursion & Backtracking 12 lessons·2 videos [Recursion](/content/courses/software-engineering/swe-practice/recursion/index.html) [Fibonacci Numbers\\ \\ Easy](/content/courses/software-engineering/swe-practice/fibonacci/index.html) \\ \\ Generate Parentheses\\ \\ Medium](/content/courses/software-engineering/swe-practice/generate-parentheses/index.html) [Subsets\\ \\ Medium](/content/courses/software-engineering/swe-practice/subsets/index.html) [Sales Path\\ \\ Medium](/content/courses/software-engineering/swe-practice/sales-path/index.html) [Flatten a Dictionary\\ \\ Medium](/content/courses/software-engineering/swe-practice/flatten-a-dictionary/index.html) [Build a Calculator\\ \\ FreeMedium](/content/courses/software-engineering/swe-practice/calculator/index.html) [Permutations\\ \\ Medium](/content/courses/software-engineering/swe-practice/permutations/index.html) [Combination Sum\\ \\ Medium](/content/courses/software-engineering/swe-practice/combination-sum/index.html) \\ \\ Implement Promise.all()\\ \\ Medium](/content/courses/software-engineering/swe-practice/implement-promiseall/index.html) [Sudoku Solver\\ \\ Hard](/content/courses/software-engineering/swe-practice/sudoku-solver/index.html) [Build a Basic Regex Parser\\ \\ Hard](/content/courses/software-engineering/swe-practice/basic-regex-parser/index.html) Dynamic Programming 10 lessons·2 videos [Dynamic Programming](/content/courses/software-engineering/swe-practice/dynamic-programming/index.html) [Climbing Stairs\\ \\ Easy](/content/courses/software-engineering/swe-practice/climbing-stairs/index.html) [Prime Numbers\\ \\ FreeMedium](/content/courses/software-engineering/swe-practice/prime-numbers/index.html) \\ \\ Knapsack Problem\\ \\ Medium](/content/courses/software-engineering/swe-practice/knapsack-problem/index.html) [List the Difference Between Two Strings\\ \\ Medium](/content/courses/software-engineering/swe-practice/diff-between-two-strings/index.html) \\ \\ Target Sum\\ \\ Medium](/content/courses/software-engineering/swe-practice/target-sum/index.html) [Coin Change\\ \\ Medium](/content/courses/software-engineering/swe-practice/coin-change/index.html) [Partition Equal Subset Sum\\ \\ Medium](/content/courses/software-engineering/swe-practice/partition-equal-subset-sum/index.html) [DNA Sequence\\ \\ Hard](/content/courses/software-engineering/swe-practice/dna-sequence/index.html) [Unique Paths\\ \\ Medium](/content/courses/software-engineering/swe-practice/unique-paths/index.html) ### Practical Coding Interviews 4 modules 13 lessons 3 videos This course covers new practical and AI-assisted coding interviews, where engineers are expected to build, extend, and debug realistic codebases and work alongside coding agents. Overview 2 lessons·1 video [Introduction\\ \\ Free](/content/courses/software-engineering/practical-coding-interviews/intro-practical-coding/index.html) \\ \\ Bonus: AI-Assisted Coding Round at Meta](/content/courses/software-engineering/practical-coding-interviews/bonus-ai-assisted-coding-round-at-meta/index.html) Building New Projects 1 new4 lessons·1 video [Building New Projects](/content/courses/software-engineering/practical-coding-interviews/building-new-projects/index.html) \\ \\ Web Crawler](/content/courses/software-engineering/practical-coding-interviews/web-crawler-project/index.html) [Parse CSV Transactions\\ \\ New](/content/courses/software-engineering/practical-coding-interviews/parse-csv-transactions/index.html) [Find Duplicate Files](/content/courses/software-engineering/practical-coding-interviews/find-duplicate-files/index.html) Extending Codebases 3 new4 lessons·1 video [Extending Codebases](/content/courses/software-engineering/practical-coding-interviews/extending-existing-codebases/index.html) [Build a Rate Limiter\\ \\ New](/content/courses/software-engineering/practical-coding-interviews/add-rate-limiter/index.html) \\ \\ Key-Value Store with TTL\\ \\ New](/content/courses/software-engineering/practical-coding-interviews/kv-store-ttl/index.html) [Movie Recommendation API\\ \\ New](/content/courses/software-engineering/practical-coding-interviews/movie-recommendations/index.html) Debugging 2 new3 lessons [Debugging Interviews](/content/courses/software-engineering/practical-coding-interviews/debugging-interviews/index.html) [Debug API Errors in Production\\ \\ New](/content/courses/software-engineering/practical-coding-interviews/debug-api-errors/index.html) [Debug Loyalty Points System\\ \\ New](/content/courses/software-engineering/practical-coding-interviews/debug-loyalty-system/index.html) ### System Design Interviews 11 modules 71 lessons 32 videos Learn how to answer the latest system design questions across product, infrastructure, and AI domains. Features in-depth video examples, written breakdowns, and helpful reference patterns. Watch senior engineers and managers answer these questions in mock interview videos. Overview 5 lessons·1 video [Introduction to the System Design Interview\\ \\ Free](/content/courses/software-engineering/system-design-interviews/system-design-interview/index.html) \\ \\ How to Answer System Design Interview Questions](/content/courses/software-engineering/system-design-interviews/intro-architecture/index.html) [The Must-Know System Design Patterns\\ \\ Free](/content/courses/software-engineering/system-design-interviews/system-design-patterns/index.html) [Rubric for System Design Interviews](/content/courses/software-engineering/system-design-interviews/system-design-interview-rubric/index.html) [How to Use a Whiteboard in System Design Interviews\\ \\ Free](/content/courses/software-engineering/system-design-interviews/whiteboarding/index.html) Read-Heavy Systems 6 lessons·4 videos [Read-Heavy Systems](/content/courses/software-engineering/system-design-interviews/read-heavy-systems/index.html) \\ \\ Design a URL Shortener](/content/courses/software-engineering/system-design-interviews/url-shortener/index.html) \\ \\ Design Typeahead for Search Box](/content/courses/software-engineering/system-design-interviews/design-typeahead-search-box/index.html) \\ \\ Design Instagram](/content/courses/software-engineering/system-design-interviews/mock-interview-design-instagram/index.html) \\ \\ Design Twitter](/content/courses/software-engineering/system-design-interviews/design-twitter-video/index.html) [Design the Reddit Homepage](/content/courses/software-engineering/system-design-interviews/design-reddit-homepage/index.html) Event-Driven Systems 4 lessons·3 videos [Event-Driven and Pub/Sub Architectures](/content/courses/software-engineering/system-design-interviews/event-driven-pubsub/index.html) \\ \\ Design a Distributed Message Queue](/content/courses/software-engineering/system-design-interviews/mock-interview-design-a-distributed-message-queue/index.html) \\ \\ Design Webhook Delivery](/content/courses/software-engineering/system-design-interviews/design-webhook-delivery/index.html) \\ \\ Design Uber Eats](/content/courses/software-engineering/system-design-interviews/design-uber-eats/index.html) Async Jobs and Workers 4 lessons·2 videos [Async Jobs and Workers](/content/courses/software-engineering/system-design-interviews/async-jobs-workers/index.html) \\ \\ Design a Web Crawler](/content/courses/software-engineering/system-design-interviews/design-web-crawler/index.html) [Design a Job Scheduler](/content/courses/software-engineering/system-design-interviews/design-job-scheduler/index.html) \\ \\ Design App that Downloads User Data](/content/courses/software-engineering/system-design-interviews/design-app-downloads-user-data/index.html) Distributed Data Storage & Partitioning 6 lessons·4 videos [Partitioned and Distributed Storage](/content/courses/software-engineering/system-design-interviews/distributed-storage/index.html) \\ \\ Design a Key Value Store](/content/courses/software-engineering/system-design-interviews/design-key-value-store/index.html) \\ \\ Design a Rate Limiter](/content/courses/software-engineering/system-design-interviews/design-rate-limiter/index.html) \\ \\ Design a Distributed LRU Cache](/content/courses/software-engineering/system-design-interviews/design-a-distributed-lru-cache/index.html) \\ \\ Design Dropbox](/content/courses/software-engineering/system-design-interviews/design-dropbox/index.html) [Design Distributed Storage (S3)](/content/courses/software-engineering/system-design-interviews/design-distributed-storage/index.html) Transactional Systems 4 lessons·3 videos [Transactional Systems](/content/courses/software-engineering/system-design-interviews/transactional-workflows/index.html) \\ \\ Design Ticketmaster](/content/courses/software-engineering/system-design-interviews/design-ticketmaster/index.html) \\ \\ Design a Hotel Booking System](/content/courses/software-engineering/system-design-interviews/mock-interview-design-a-hotel-booking-service/index.html) \\ \\ Design a Parking Garage](/content/courses/software-engineering/system-design-interviews/design-parking-garage/index.html) Batch Processing and Data Pipelines 6 lessons·4 videos [Batch Processing and Data Pipelines](/content/courses/software-engineering/system-design-interviews/batch-data-pipelines/index.html) \\ \\ Design a Metrics and Logging Service](/content/courses/software-engineering/system-design-interviews/design-metrics-logging/index.html) \\ \\ Design an Application Performance Monitoring System](/content/courses/software-engineering/system-design-interviews/design-application-performance-monitoring-system/index.html) [Design a Document Processing Pipeline](/content/courses/software-engineering/system-design-interviews/design-document-pipeline/index.html) \\ \\ Design Zillow](/content/courses/software-engineering/system-design-interviews/design-zillow/index.html) \\ \\ Design a Weather App](/content/courses/software-engineering/system-design-interviews/design-weather-app/index.html) Real-Time and Collaborative Systems 6 lessons·4 videos [Real-Time and Collaborative Systems](/content/courses/software-engineering/system-design-interviews/realtime-collaborative/index.html) \\ \\ Design Facebook Messenger](/content/courses/software-engineering/system-design-interviews/facebook-messenger-whatsapp/index.html) \\ \\ Design WhatsApp](/content/courses/software-engineering/system-design-interviews/design-whatsapp/index.html) \\ \\ Design Chess.com](/content/courses/software-engineering/system-design-interviews/design-chess-com/index.html) [Design Slack](/content/courses/software-engineering/system-design-interviews/design-slack/index.html) \\ \\ Design Google Docs](/content/courses/software-engineering/system-design-interviews/design-google-docs/index.html) Media Streaming and Content Delivery 5 lessons·3 videos [Media Streaming and Content Delivery](/content/courses/software-engineering/system-design-interviews/media-streaming/index.html) \\ \\ Design YouTube](/content/courses/software-engineering/system-design-interviews/design-youtube/index.html) \\ \\ Design Netflix](/content/courses/software-engineering/system-design-interviews/design-netflix/index.html) \\ \\ Design TikTok](/content/courses/software-engineering/system-design-interviews/design-tiktok/index.html) [Design Twitch](/content/courses/software-engineering/system-design-interviews/design-twitch/index.html) Agentic AI Systems 7 lessons·2 videos [Agentic AI Architectures](/content/courses/software-engineering/system-design-interviews/agentic-ai/index.html) \\ \\ Design an AI-Powered Customer Support System](/content/courses/software-engineering/system-design-interviews/design-an-ai-powered-customer-support-system/index.html) \\ \\ Design ChatGPT](/content/courses/software-engineering/system-design-interviews/design-chatgpt/index.html) [File Uploader for AI Chat App](/content/courses/software-engineering/system-design-interviews/file-uploader-ai-chat/index.html) [Design an LLM Query Batching System](/content/courses/software-engineering/system-design-interviews/design-llm-query-batching/index.html) [Design Claude Code](/content/courses/software-engineering/system-design-interviews/design-claude-code/index.html) [Design a Real-Time Voice AI](/content/courses/software-engineering/system-design-interviews/design-voice-ai/index.html) Appendix: System Design Concepts 18 lessons·2 videos [System Design Glossary](/content/courses/software-engineering/system-design-interviews/system-design-glossary/index.html) [Top Engineering Blogs](/content/courses/software-engineering/system-design-interviews/company-engineering-blogs/index.html) [Caching](/content/courses/software-engineering/system-design-interviews/system-design-caching/index.html) [CDNs](/content/courses/software-engineering/system-design-interviews/content-delivery-network/index.html) [Web Protocol Questions](/content/courses/software-engineering/system-design-interviews/web-protocols/index.html) \\ \\ APIs](/content/courses/software-engineering/system-design-interviews/system-design-apis/index.html) [Load Balancing\\ \\ Free](/content/courses/software-engineering/system-design-interviews/load-balancers/index.html) \\ \\ CAP Theorem](/content/courses/software-engineering/system-design-interviews/cap-theorem/index.html) [SQL vs. NoSQL](/content/courses/software-engineering/system-design-interviews/sql-nosql/index.html) [Database Sharding](/content/courses/software-engineering/system-design-interviews/database-sharding/index.html) [Replication](/content/courses/software-engineering/system-design-interviews/replication/index.html) [Consistent Hashing](/content/courses/software-engineering/system-design-interviews/consistent-hashing/index.html) [Asynchronous Processing](/content/courses/software-engineering/system-design-interviews/asynchronous-processing/index.html) [Encryption](/content/courses/software-engineering/system-design-interviews/encryption/index.html) [Authentication and Authorization](/content/courses/software-engineering/system-design-interviews/authentication-authorization/index.html) [Cloud Architecture](/content/courses/software-engineering/system-design-interviews/cloud-architecture/index.html) [Availability](/content/courses/software-engineering/system-design-interviews/availability-strategies/index.html) [Reliability](/content/courses/software-engineering/system-design-interviews/reliability-strategies/index.html) ### Behavioral Interviews: A Practical Guide for Engineers 5 modules 28 lessons 19 videos 10 hours Get offers at the level you deserve. Prep for senior+ behavioral interviews at FAANG and Tier-1 companies. Made with staff and principal engineers from Meta, Netflix, Google, and more. Avoid downleveling, elevate past projects, and stop sounding like a robot. Fast Track (Start Here) 8 lessons·5 videos·3 hr In a rush? This is your minimum viable prep. \\ \\ Welcome to Behavioral Interviewing for Engineers\\ \\ Free](/content/courses/software-engineering/eng-behavioral/welcome-to-exponents-behavioral-interviewing-course-for-engineers/index.html) \\ \\ Introduction to Engineering Behavioral Interviews\\ \\ Free](/content/courses/software-engineering/eng-behavioral/eng-behavioral-interviews-intro/index.html) [Avoiding Downleveling](/content/courses/software-engineering/eng-behavioral/avoiding-downleveling/index.html) [Approaching the 3 Question Types](/content/courses/software-engineering/eng-behavioral/answering-behavioral-questions/index.html) [Elevating Your Past Projects](/content/courses/software-engineering/eng-behavioral/elevating-past-projects/index.html) \\ \\ Habits of High-Performing Candidates](/content/courses/software-engineering/eng-behavioral/standing-out-candidate/index.html) \\ \\ Be Seen as a Senior Engineer (Part 1: Mock Interview)](/content/courses/software-engineering/eng-behavioral/behavioral-senior-engineer/index.html) \\ \\ Be Seen as a Senior Engineer (Part 2: Analysis)](/content/courses/software-engineering/eng-behavioral/analysis-senior-engineer/index.html) Theory 7 lessons·5 videos·46 min Avoid the most common mistakes. Discover what interviewers are actually searching for. \\ \\ Why Engineers Fail Interviews](/content/courses/software-engineering/eng-behavioral/why-engineers-fail-interviews/index.html) \\ \\ The Question Beneath the Question](/content/courses/software-engineering/eng-behavioral/question-beneath/index.html) [Measuring Culture Fit](/content/courses/software-engineering/eng-behavioral/measuring-culture-fit/index.html) [Demonstrating Impact](/content/courses/software-engineering/eng-behavioral/demonstrating-impact/index.html) \\ \\ Introducing Yourself: Do's and Don'ts](/content/courses/software-engineering/eng-behavioral/introducing-yourself-dos-donts/index.html) \\ \\ "Why Our Company?"](/content/courses/software-engineering/eng-behavioral/why-our-company/index.html) \\ \\ Prevent Instant Rejection](/content/courses/software-engineering/eng-behavioral/non-obvious-dealbreakers/index.html) Tactics 5 lessons·2 videos·29 min Execute these practical steps for success in "must know" scenarios. \\ \\ Know the Rules So You Can Break Them\\ \\ Free](/content/courses/software-engineering/eng-behavioral/breaking-interview-rules/index.html) [Types of Interviewers](/content/courses/software-engineering/eng-behavioral/types-of-interviewers/index.html) [Sharing the Optimal Level of Detail](/content/courses/software-engineering/eng-behavioral/sharing-details-depth/index.html) \\ \\ Stop Sounding Like a Robot\\ \\ Free](/content/courses/software-engineering/eng-behavioral/sounding-like-robot/index.html) [Reversing a Downlevel Offer\\ \\ Free](/content/courses/software-engineering/eng-behavioral/reversing-downlevel-offer/index.html) Mock Interviews & Analyses 7 lessons·7 videos·6 hr Demystify the most common behavioral questions with real examples. Peel back the curtain on how interviewers think with in-depth analyses. \\ \\ Be Seen as a Staff+ Engineer (Part 1)](/content/courses/software-engineering/eng-behavioral/behavioral-staff-plus-engineer/index.html) \\ \\ Be Seen as a Staff+ Engineer (Part 2: Analysis)](/content/courses/software-engineering/eng-behavioral/analysis-staff-plus-engineer/index.html) \\ \\ Do You Meet the Senior+ Bar? (Part 1)](/content/courses/software-engineering/eng-behavioral/senior-plus-faang/index.html) \\ \\ Do You Meet the Senior+ Bar? (Part 2: Analysis)](/content/courses/software-engineering/eng-behavioral/analysis-senior-plus-faang/index.html) \\ \\ Meta Onsite Behavioral Round](/content/courses/software-engineering/eng-behavioral/meta-onsite-behavioral-round/index.html) \\ \\ Demonstrating Ownership (Part 1)](/content/courses/software-engineering/eng-behavioral/demonstrating-ownership/index.html) \\ \\ Demonstrating Ownership (Part 2: Analysis)](/content/courses/software-engineering/eng-behavioral/analysis-demonstrating-ownership/index.html) Practice 1 lesson Practice your skills. Create a cheatsheet for your next behavioral round. [Practice Behavioral Interviews](/content/courses/software-engineering/eng-behavioral/practice-behavioral/index.html) ### Get this course, plus everything Aced has to offer [Upgrade now →](/content/upgrade?course=software-engineering&src=course/index.html) Question database and community answers Get full access to our database of 3,000+ verified interview questions and browse by company, role, or interview stage. Post your answers and get community feedback. Access all our company interview guides We'll walk you step-by-step through every part of the interview process, from the recruiting phone screen through the final round. Join our members-only Slack community Connect with your peers in our 25,000-member strong Slack community. Ask questions, practice interviews, and make connections at top tech companies. Mock interviews with AI and peers Practice real interview questions with unlimited mock interviews, including early access to our new AI interviewer. ### Frequently asked questions What's included in the Exponent membership? With a paid monthly or annual membership, you’ll get: - Full access to this interview course and 100+ other **interview prep courses and modules**. - Hundreds of **real interview questions, answers, and walkthroughs** - Self-paced **video lessons** with expert interview answer frameworks - Access to **interview rubrics and sample answers** for common interview types - Unlimited access to **peer-to-peer mock interviews** for product sense, behavioral, and more. - Access to **AI tools** for mock interview feedback - A complete library of **company-specific interview guides** - Membership in our private **Slack community** How does Exponent's Slack channel work? The Exponent Slack Channel is a private community of thousands of other Exponent members. Our Slack Channel has relevant, fresh information on acing interviews and recent interview experiences shared by candidates like yourself. How does the money-back guarantee work? If you aren’t satisfied with your membership for any reason, reach out to us and let us know how we can help. We offer full refunds within 5 days of purchase. Does Exponent offer interview coaching in addition to this course? Yes! You can purchase coaching for interview prep and career coaching by visiting [https://www.tryexponent.com/coaching](/content/coaching/index.html). Related courses Course Course ### [Engineering Management Interview Prep](/content/courses/engineering-management/index.html) Land your dream engineering manager role at Meta, Google, Amazon, Microsoft, Stripe, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Explore system design, people management, project retros, behavioral interviews, and more. Start learning Course Course ### [System Design Interviews](/content/courses/system-design-interviews/index.html) Start learning Course Course ### [TPM Interview Prep](/content/courses/tpm/index.html) Land your dream program management role at Google, Meta, Amazon, Microsoft, Apple, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Practice system design, program sense, cross-functional projects, behavioral interviews and more. Start learning Show more formerly Exponent](/content/?src=nav/index.html) Get updates in your inbox with the latest tips, job listings, and more. Sign up ## Follow Us [Subscribe to Aced on YouTube](https://www.youtube.com/@aced_io?sub_confirmation=1 "Subscribe to Aced on YouTube")[Follow Aced on LinkedIn](https://www.linkedin.com/company/tryexponent/ "Follow Aced on LinkedIn")[Follow Aced on TikTok](https://www.tiktok.com/@aced_io "Follow Aced on TikTok")[Follow Aced on Instagram](https://www.instagram.com/aced__io/ "Follow Aced on Instagram")[Like Aced on Facebook](https://www.facebook.com/tryexponent "Like Aced on Facebook")[Follow Aced on X](https://x.com/aced_io "Follow Aced on X") Products [Pricing](/content/upgrade?src=footer/index.html) [Courses](/content/courses?src=footer/index.html) [Coaching](/content/coaching?src=footer/index.html) [Interview Guides](/content/guides?src=footer/index.html) [Interview Experiences](/content/experiences?src=footer/index.html) [Interview Questions](/content/questions?src=footer/index.html) [Peer Mock Interviews](/content/practice?src=footer/index.html) [Job Referrals](/content/jobs/referrals?src=footer/index.html) [All Companies](/content/companies?src=footer/index.html) Courses [Product Management](/content/courses/pm?src=footer/index.html) [Software Engineering](/content/courses/software-engineering?src=footer/index.html) [Forward Deployed Engineering](/content/courses/forward-deployed-engineering?src=footer/index.html) [AI Engineering](/content/courses/ai-engineering?src=footer/index.html) [System Design](/content/courses/system-design-interviews?src=footer/index.html) [Data Analytics](/content/courses/data-analytics?src=footer/index.html) [Product Analytics](/content/courses/product-analytics?src=footer/index.html) [Data Engineer](/content/courses/data-engineering?src=footer/index.html) [Security Engineering](/content/courses/security-engineer?src=footer/index.html) [Security Analyst](/content/courses/security-analyst?src=footer/index.html) [Engineering Management](/content/courses/engineering-management?src=footer/index.html) [Technical Program Management](/content/courses/tpm?src=footer/index.html) [UX / Product Design](/content/courses/product-designer-interview?src=footer/index.html) [Data Science](/content/courses/data-science?src=footer/index.html) [SQL Interviews](/content/courses/sql-interviews?src=footer/index.html) [Solutions Architect](/content/courses/solution-architect-interview?src=footer/index.html) [BizOps & Strategy](/content/courses/bizops?src=footer/index.html) [Machine Learning](/content/courses/ml-engineer?src=footer/index.html) [Engineering Behavioral](/content/courses/eng-behavioral?src=footer/index.html) [Generative AI](/content/courses/gen-ai-interviews?src=footer/index.html) See more... Interview Questions [PM Interview Questions](/content/questions?role=pm&src=footer/index.html) [TPM Interview Questions](/content/questions?role=tpm&src=footer/index.html) [EM Interview Questions](/content/questions?role=em&src=footer/index.html) [Software Engineering Interview Questions](/content/questions?role=swe&src=footer/index.html) [Forward Deployed Engineering Interview Questions](/content/questions?role=forward-deployed-engineer&src=footer/index.html) [Data Analytics Interview Questions](/content/questions?role=data-analyst&src=footer/index.html) [Data Engineering Interview Questions](/content/questions?role=data-engineer&src=footer/index.html) [Solutions Architect Interview Questions](/content/questions?role=solutions-architect&src=footer/index.html) [BizOps Interview Questions](/content/questions?role=bizops&src=footer/index.html) [Designer Interview Questions](/content/questions?role=product-designer&src=footer/index.html) [Machine Learning Interview Questions](/content/questions?role=ml-engineer&src=footer/index.html) [Data Science Interview Questions](/content/questions?role=data-science&src=footer/index.html) See more... Interview Experiences [All Experiences](/content/experiences?src=footer/index.html) [Verified Experiences](/content/experiences?verified=true&src=footer/index.html) [Share Interview Experience](/content/questions/contribute?src=footer/index.html) [PM Experiences](/content/experiences?role=pm&src=footer/index.html) [EM Experiences](/content/experiences?role=em&src=footer/index.html) [SWE Experiences](/content/experiences?role=swe&src=footer/index.html) [OpenAI Experiences](/content/experiences?company=openai&src=footer/index.html) [Anthropic Experiences](/content/experiences?company=anthropic&src=footer/index.html) [Google Experiences](/content/experiences?company=google&src=footer/index.html) [Meta Experiences](/content/experiences?company=meta-facebook&src=footer/index.html) Popular articles [Ace the System Design Interview](/content/blog/system-design-interview-guide?src=footer/index.html) [Top Product Manager Interview Questions](/content/blog/top-product-manager-interview-questions?src=footer/index.html) [Amazon Behavioral Interview Questions](/content/blog/how-to-nail-amazons-behavioral-interview-questions?src=footer/index.html) [Best Tech Companies To Work For](/content/blog/best-tech-companies-to-work-for?src=footer/index.html) [Ace the Engineering Manager Interview](/content/blog/how-to-prepare-for-an-engineering-manager-interview?src=footer/index.html) [Aced Blog](/content/blog?src=footer/index.html) Guides [Google PM Interviews](/content/guides/google-product-manager-interview?src=footer/index.html) [AWS Solutions Architect Interviews](/content/guides/amazon-solutions-architect-interview?src=footer/index.html) [Amazon PM Interviews](/content/guides/amazon-product-manager-interview?src=footer/index.html) [Google EM Interviews](/content/guides/google-engineering-manager-interview?src=footer/index.html) [Amazon SDM Interviews](/content/guides/amazon-software-development-manager-interview?src=footer/index.html) [Microsoft PM Interviews](/content/guides/microsoft-product-manager-interview?src=footer/index.html) Coaching [1:1 Coaching](/content/coaching?src=footer/index.html) [Mock Interviews](/content/coaching?category=mock_interviews&src=footer/index.html) [Resume Review](/content/resume?src=footer/index.html) [Career Coaching](/content/coaching?category=career_coaching&src=footer/index.html) [Negotiation](/content/coaching?category=negotiation&src=footer/index.html) For Partners [Affiliate Program](/content/affiliate?src=footer/index.html) [Work With Us](/content/collaborate/index.html) [For Universities](/content/pages/university/index.html) [For Businesses](/content/pages/business/index.html) Company [Work With Us](/content/collaborate/index.html) [About Aced](/content/about/index.html) [Support and FAQ](/content/support?src=footer/index.html) [Reviews](/content/reviews?src=footer/index.html) [Aced Blog](/content/blog?src=footer/index.html) Exponent Labs, LLC ©2026 [Terms of Service](/content/tos/index.html) \| [Privacy](/content/privacy/index.html) /courses/software-engineering?src=nav StripeM-Inner