ByteDance interview questions and how to prepare
The questions candidates report from ByteDance interviews, sorted by how often they come up, with difficulty and topics, plus original practice written in ByteDance's interview style.
ZorixOS tracks 64 community-reported ByteDance interview questions, drawn from an open-source dataset of real interview reports and sorted by how frequently each one comes up. Every question links to its source. Alongside them are 78 original ZorixOS practice questions written in ByteDance's known interview style (not claimed as asked at ByteDance), so you can rehearse the real format. Practice any of them out loud in a free AI mock interview tuned to ByteDance.
Updated July 2026
ByteDance interview questions candidates report
Community-reported from real ByteDance interviews (open-source dataset), most-asked first. Showing 60 of 64. Each links to its source.
- Longest Increasing SubsequenceArrayBinary SearchDynamic ProgrammingMedium100% asked
- LRU CacheHash TableLinked ListDesignDoubly-Linked ListMedium100% asked
- Delete Node in a BSTTreeBinary Search TreeBinary TreeMedium88% asked
- Number of IslandsArrayDepth-First SearchBreadth-First SearchUnion-FindMedium88% asked
- Single Element in a Sorted ArrayArrayBinary SearchMedium88% asked
- Remove Duplicate LettersStringStackGreedyMonotonic StackMedium87% asked
- Smallest Subsequence of Distinct CharactersStringStackGreedyMonotonic StackMedium87% asked
- First Day Where You Have Been in All the RoomsArrayDynamic ProgrammingMedium85% asked
- Combination SumArrayBacktrackingMedium77% asked
- Course ScheduleDepth-First SearchBreadth-First SearchGraph TheoryTopological SortMedium77% asked
- Basic Calculator IIMathStringStackMedium72% asked
- Merge IntervalsArraySortingMedium72% asked
- Shortest BridgeArrayDepth-First SearchBreadth-First SearchMatrixMedium72% asked
- House RobberArrayDynamic ProgrammingMedium69% asked
- Maximal SquareArrayDynamic ProgrammingMatrixMedium69% asked
- Design Memory AllocatorArrayHash TableDesignSimulationMedium67% asked
- Regular Expression MatchingStringDynamic ProgrammingRecursionHard67% asked
- Top K Frequent ElementsArrayHash TableDivide and ConquerSortingMedium67% asked
- Two SumArrayHash TableEasy64% asked
- Word LadderHash TableStringBreadth-First SearchHard64% asked
- Add Two NumbersLinked ListMathRecursionMedium60% asked
- Basic CalculatorMathStringStackRecursionHard60% asked
- Combination Sum IIArrayBacktrackingMedium60% asked
- Longest Common SubsequenceStringDynamic ProgrammingMedium60% asked
- Maximum SubarrayArrayDivide and ConquerDynamic ProgrammingMedium60% asked
- Maximum Width of Binary TreeTreeDepth-First SearchBreadth-First SearchBinary TreeMedium60% asked
- Multiply StringsMathStringSimulationMedium60% asked
- Rotting OrangesArrayBreadth-First SearchMatrixMedium60% asked
- Search in Rotated Sorted ArrayArrayBinary SearchMedium60% asked
- Trapping Rain WaterArrayTwo PointersDynamic ProgrammingStackHard60% asked
- Accounts MergeArrayHash TableStringDepth-First SearchMedium57% asked
- Best Time to Buy and Sell StockArrayDynamic ProgrammingEasy57% asked
- Decode StringStringStackRecursionMedium57% asked
- Restore IP AddressesStringBacktrackingMedium57% asked
- 3Sum ClosestArrayTwo PointersSortingMedium51% asked
- Binary Tree Zigzag Level Order TraversalTreeBreadth-First SearchBinary TreeMedium51% asked
- Climbing StairsMathDynamic ProgrammingMemoizationEasy51% asked
- Clone GraphHash TableDepth-First SearchBreadth-First SearchGraph TheoryMedium51% asked
- Find Peak ElementArrayBinary SearchMedium51% asked
- Find the Length of the Longest Common PrefixArrayHash TableStringTrieMedium51% asked
- Insert Delete GetRandom O(1)ArrayHash TableMathDesignMedium51% asked
- Jump GameArrayDynamic ProgrammingGreedyMedium51% asked
- Kth Largest Element in an ArrayArrayDivide and ConquerSortingHeap (Priority Queue)Medium51% asked
- Longest Palindromic SubstringTwo PointersStringDynamic ProgrammingMedium51% asked
- Longest Repeating Character ReplacementHash TableStringSliding WindowMedium51% asked
- Longest Substring Without Repeating CharactersHash TableStringSliding WindowMedium51% asked
- Merge k Sorted ListsLinked ListDivide and ConquerHeap (Priority Queue)Merge SortHard51% asked
- Minimum Area RectangleArrayHash TableMathGeometryMedium51% asked
- Minimum Swaps to Group All 1's Together IIArraySliding WindowMedium51% asked
- Number of Good Leaf Nodes PairsTreeDepth-First SearchBinary TreeMedium51% asked
- Product of the Last K NumbersArrayMathDesignData StreamMedium51% asked
- Remove K DigitsStringStackGreedyMonotonic StackMedium51% asked
- Remove Zero Sum Consecutive Nodes from Linked ListHash TableLinked ListMedium51% asked
- Reverse Linked List IILinked ListMedium51% asked
- Shortest Distance from All BuildingsArrayBreadth-First SearchMatrixHard51% asked
- Sliding Window MaximumArrayQueueSliding WindowHeap (Priority Queue)Hard51% asked
- Sort ListLinked ListTwo PointersDivide and ConquerSortingMedium51% asked
- Subarray Sum Equals KArrayHash TablePrefix SumMedium51% asked
- SubsetsArrayBacktrackingBit ManipulationMedium51% asked
- Trapping Rain Water IIArrayBreadth-First SearchHeap (Priority Queue)MatrixHard51% asked
These are the 60 most-reported of 64 tracked ByteDance questions. Create a free account to drill the full set with solutions and an AI interviewer.
Practice questions in ByteDance's style
Original ZorixOS questions written the way ByteDance interviews, so you rehearse the real format. Not claimed as asked at ByteDance.
Imagine you are building a new feature for TikTok that allows users to collaborate on short videos in real-time, similar to Google Docs but for video editing. Describe the technical challenges you anticipate regarding synchronization, conflict resolution, and handling large media files across potentially millions of concurrent users. Outline your proposed architecture.
Software EngineerSystem DesignTests: Assesses system design capabilities, distributed systems knowledge, and problem-solving for large-scale applications.TikTok is experiencing a sudden surge in video upload failures in a specific region. Users report 'upload failed' errors intermittently. How would you approach debugging this issue, considering network latency, server load, and potential regional infrastructure problems?
Software EngineerDebuggingTests: Evaluates debugging skills, systematic problem-solving, and understanding of network and server issues.Design a system to detect and flag copyright infringement for music used in TikTok videos at scale. Consider the challenges of identifying exact matches, near matches, and variations in audio. What technologies and algorithms would you consider?
Software EngineerSystem DesignTests: Tests knowledge of large-scale data processing, algorithms for similarity detection, and content moderation challenges.You are tasked with optimizing the recommendation algorithm for Douyin (ByteDance's Chinese version of TikTok). The goal is to increase watch time by 15%. Describe how you would set up an A/B test to evaluate a new ranking model. What key metrics would you track, and what potential biases would you need to guard against?
Software EngineerA/B Testing & MetricsTests: Assesses understanding of experimentation, metric selection, and causal inference in a product context.ByteDance has a massive dataset of user interactions across its platforms. Describe how you would design a distributed system to process and analyze these logs in near real-time to identify emerging trends or potential misuse. Discuss trade-offs between latency, cost, and accuracy.
Software EngineerSystem DesignTests: Evaluates ability to design scalable, real-time data processing systems and manage trade-offs.Consider the challenge of content moderation for a platform like CapCut, which allows for user-generated video editing. How would you design a system to detect and flag potentially harmful or policy-violating content that might be subtly manipulated or masked?
Software EngineerSystem DesignTests: Tests ability to design robust content moderation systems considering sophisticated manipulation techniques.
72+ more ByteDance-style questions are in the free library, each practiceable live with adaptive follow-ups and an honest scorecard. Start free.
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