Deep Learning Intern Interview Experience - Singapore, Singapore
January 1, 2024
Positive ExperienceNo Offer
Process
I had one online assessment before a face-to-face interview with one of their engineers. It was a pleasant process, and I had a great time talking and learning from them, regardless of the outcome.
Questions
Explain the attention mechanism and the key, query, and value (K, Q, V) concepts.
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Interview Statistics
The following metrics were computed from 1 interview experience for the TikTok Deep Learning Intern role in Singapore, Singapore.
Success Rate
0%
Pass Rate
TikTok's interview process for their Deep Learning Intern roles in Singapore, Singapore is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive100%
Neutral0%
Negative0%
Candidates reported having very good feelings for TikTok's Deep Learning Intern interview process in Singapore, Singapore.
TikTok Work Experiences
2.0
Good Pay, Bad Balance
Software Engineer • Current Employee
Singapore, Singapore
November 22, 2024
Pros: Good salary, gain more valuable experience.
Cons: Overtime working, not WLB.
Internal friction.
4.0
Work in TikTok
Junior Software Engineer • Current Employee
Singapore, Singapore
September 30, 2024
Pros: Free lunch, good pay, good office.
Cons: OT is an everyday occurrence here. The office provides a free taxi to encourage you to work until 9:30 p.m.
5.0
TikTok is not all bad. It’s highly team dependent
Machine Learning Engineer • Current Employee
Singapore, Singapore
November 14, 2025
Pros: I love my team. I think at TikTok it is very, very team dependent. Some teams are horrible; some are really good. Generally, people are really smart, but some teams can have horrible work cultures, such as micromanaging your time or not respecting your off days, etc. I would say it all depends on your team. If you manage to get into a good team with a good leader, even if the work is tough, it's a lot more manageable.
Cons: The pace is definitely fast, but a good team helps to make it better. My team works hard, but we also respect off days and weekends as much as we can.
- 2.0Good Pay, Bad BalanceSoftware Engineer • Current EmployeeSingapore, SingaporeNovember 22, 2024Pros: Good salary, gain more valuable experience.Cons: Overtime working, not WLB. Internal friction.
- 4.0Work in TikTokJunior Software Engineer • Current EmployeeSingapore, SingaporeSeptember 30, 2024Pros: Free lunch, good pay, good office.Cons: OT is an everyday occurrence here. The office provides a free taxi to encourage you to work until 9:30 p.m.
- 5.0TikTok is not all bad. It’s highly team dependentMachine Learning Engineer • Current EmployeeSingapore, SingaporeNovember 14, 2025Pros: I love my team. I think at TikTok it is very, very team dependent. Some teams are horrible; some are really good. Generally, people are really smart, but some teams can have horrible work cultures, such as micromanaging your time or not respecting your off days, etc. I would say it all depends on your team. If you manage to get into a good team with a good leader, even if the work is tough, it's a lot more manageable.Cons: The pace is definitely fast, but a good team helps to make it better. My team works hard, but we also respect off days and weekends as much as we can.
TikTok Interview Questions
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