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System Design
3 years ago
What are the key components and considerations in designing a low-latency traffic management system?
Machine Learning Engineer

TikTok

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3 years ago
Coding
3 years ago
What strategy would you use to find the point of convergence of two different people in a family tree?
Machine Learning Engineer

TikTok

Reddit

Yandex

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3 years ago
System Design
3 years ago
Develop a real-time ad bidding system for online ads.
Machine Learning Engineer

TikTok

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3 years ago
System Design
3 years ago
Develop a framework for efficiently migrating data across distributed systems.
Machine Learning Engineer

TikTok

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3 years ago
ML System DesignProduct Case
3 years ago
What's your strategy for managing negation in conversational bot interactions?
Machine Learning Engineer

TikTok

Snap Logo

Snap

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3 years ago
Coding
3 years ago
How would you approach the problem of finding all the triplets that add up to a given target sum in an input array consisting of integers?
Machine Learning Engineer

TikTok

Meetup Logo

Meetup

Bolt Logo

Bolt

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3 years ago
System Design
3 years ago
Build a digital platform for streaming music content.
Machine Learning Engineer

TikTok

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3 years ago
Coding
3 years ago
Can you write a function that identifies which strings in a list are anagrams of each other?
Machine Learning Engineer

TikTok

Novartis Logo

Novartis

SeatGeek Logo

SeatGeek

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3 years ago
ML Knowledge
3 years ago
Why tf-idf is considered better than other techniques to determine the relevance of a document based on search queries?
Machine Learning Engineer

TikTok

Redfin Logo

Redfin

Bloomberg Logo

Bloomberg

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3 years ago
ML KnowledgeML Case
3 years ago
In what ways is R-square an incomplete metric for linear regression analysis? How do you justify a low R-square value in terms of linear regression model fit?
Machine Learning Engineer

TikTok

Red Hat Logo

Red Hat

Peek Logo

Peek

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3 years ago

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*All interview questions are submitted by recent TikTok Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at TikTok.

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