Machine Learning Engineer Interview Experience - Sydney, Australia
Process
The interview process includes three rounds:
1st Round: Coding Test 2nd Round: ML System Design 3rd Round: Cultural Fit
For the coding test, there will be two LeetCode-style questions. The System Design round will be tailored to the team you applied to. In the third round, your direct supervisor will ask questions to assess team fit.
Questions
They are asking me to create an ML pipeline to filter dangerous content on TikTok and how to pre-filter it before recommending it to other users.
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Interview Statistics
The following metrics were computed from 5 interview experiences for the TikTok Machine Learning Engineer role in Sydney, Australia.
Success Rate
TikTok's interview process for their Machine Learning Engineer roles in Sydney, Australia is extremely selective, failing the vast majority of engineers.
Experience Rating
Candidates reported having very good feelings for TikTok's Machine Learning Engineer interview process in Sydney, Australia.
TikTok Work Experiences
- 4.0Hate the 4 days RTO. Others are okayMachine Learning Engineer • Current EmployeeSydney, New South Wales, AustraliaJune 27, 2025Pros: intelligent fellows, so that everything works smoothly.Cons: Have to be 4 days RTO.
- 3.0Good Pay, Bad Work-lifeMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesFebruary 12, 2025Pros: Good salary and yearly compensation.Cons: Bad work-life balance. You need to learn Mandarin.
- 4.0Smart Team, Late MeetingsMachine Learning Engineer • Current EmployeeMountain View, California, United StatesAugust 19, 2023Pros: Young and smart colleague. Very strong business. Good career growth and scope. We can get things done. Moving fast.Cons: Communication with the Chinese team. Late night meetings.
TikTok Interview Questions
