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ByteDance interview notes, page 11 of 29

FAANG / Big Tech

Most of these ByteDance write-ups come from Software Engineers (194), then Machine Learning Engineers (45) and Data Scientists (17). The most reported rounds are the technical phone screen (227), the system design round (28), the behavioral / leadership round (16) and the onsite coding round (9).

289 interview notes · updated Sep 2026

ByteDance·Software Engineer·Technical Phone Screen

May 2026
Bytedance SWE interview with a verbal coding question that was pretty much a classic Top K problem dressed up in a social media context.
  • Given a large set of content creators and their like counts, how would you efficiently find the top K creators by likes?

“The KOL framing threw me for a second but it's just Top K under the hood.”

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ByteDance·Software Engineer·Onsite - System Design / Architecture

May 2026
Bytedance system design round, heavy ML-infra flavor. The question was basically 'build TikTok's content moderation at scale' and they clearly wanted more than just a Kafka pipeline sketch.
  • Design a content moderation system for a high-traffic platform that handles text, images, and video at massive scale, combining automated ML-based decisions with human review queues, feedback loops back to training, and per-region regulatory compliance.

“This one sprawled fast.”

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ByteDance·Machine Learning Engineer·Technical Phone Screen

May 2026
Bytedance ML engineer screen, pretty chill. Coding was straightforward and the interviewer was genuinely helpful when things got tricky.
  • Given an array of stock prices, find the maximum profit you can make from a single buy and sell transaction.

“Classic problem, got through it fine.”

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ByteDance·Backend Engineer·Onsite - Behavioral / Leadership

May 2026
Behavioral round at Bytedance for a backend engineering role, just the one question but they really sat with it.
  • Walk me through the most challenging project or piece of work you've tackled. What made it hard, what did you actually do about it, and what came of it?

“Classic question but I still fumbled the setup a bit.”

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ByteDance·Software Engineer·Technical Phone Screen

May 2026
Bytedance SWE interview, coding round. One linked list problem that looks straightforward until you actually try to implement it cleanly under pressure.
  • Given the head of a singly linked list and an integer k, reverse the nodes in consecutive groups of k. If the final group has fewer than k nodes, leave it as-is. You must rewire pointers, not copy values, and ideally do it in O(1) extra space.

“My first instinct was recursion and it worked, but they asked the follow-up about doing it without recursion or extra buffers and that's where I fumbled a bit.”

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ByteDance·Software Engineer·Onsite - System Design / Architecture

May 2026
Bytedance SWE interview that mixed system design with a bit of behavioral. The main technical ask was designing a rate limiter, plus some questions about past work.
  • Design a rate limiter.
  • Tell me about a past project you worked on.

“This is the kind of question that feels approachable until you're actually in it.”

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ByteDance·Software Engineer·Onsite - System Design / Architecture

May 2026
System design round at Bytedance for a software engineer role, focused entirely on designing an eBay-style online auction platform. Pretty deep dive, they pushed on concurrency and real-time updates more than I expected.
  • Design an online auction system similar to eBay, including timed listings, bidding, automatic winner determination, watchlists, real-time price updates, and anti-sniping behavior.
  • How would you handle the high read fan-out for popular auction listing pages while keeping latency low?
  • How would you design the real-time price update mechanism so all viewers of a listing see bids reflected immediately?
  • Walk through the payment and settlement flow that runs when an auction closes and a winner is determined.
  • How would you detect and prevent fraud, including self-bidding by sellers to artificially inflate prices?

“This was the whole interview, basically.”

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ByteDance·Backend Engineer·Technical Phone Screen

May 2026
ByteDance backend interview with a tree problem I'd actually bombed before at a previous ByteDance round. Felt weirdly poetic getting it again and finally cracking it.
  • Find the maximum width of a binary tree, where width is defined as the number of nodes between the leftmost and rightmost nodes at any given level (including null nodes in between).

“I had failed this exact problem at a previous ByteDance interview and somehow got it again here.”

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ByteDance·Software Engineer·Technical Phone Screen

May 2026
Bytedance interview that was basically one big question with thirty minutes of follow-up attached. The whole session revolved around a single project deep-dive, so if you don't have a strong story ready you'll run out of things to say pretty fast.
  • Walk me through a project you're most proud of. Cover the problem, your approach, your specific contributions, the key challenges you faced, and what the outcome or impact was.

“This sounds like a standard opener but it really isn't, because the follow-up is where they actually evaluate you.”

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ByteDance·Software Engineer·Onsite - System Design / Architecture

May 2026
Bytedance system design round, one big question the whole time. The problem was a like-counting system for a social platform and it went pretty deep into stream processing and approximation tradeoffs. Felt okay about it but there were definitely moments where I was just talking to fill silence.
  • Design a like-counting system for a social platform. You need to support: (1) given a post ID, return the like count over the last minute; (2) globally, return the post with the most likes in the last minute; (3) return the top-liked post per region over the last minute.

“The question sounds straightforward until you realize Q1 and Q2/Q3 have fundamentally different consistency requirements and you probably shouldn't serve them from the same pipeline.”

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