Three rounds, medium leetcode + machine learning research questions. Possible that research questions are vague and the team themselves isn't much knowledgeable about LLMs. The position demands researcher and a software engineer in the same role without letting you do open research once you get the offer.
I applied online. The process took 6 weeks. I interviewed at TikTok (Australind) in Aug 2023
Interview
1. introduction 2. Relative working experience 3. introduce the structure of transformer 4. intruduce bert and gpt 5. what is the input of decoder block, what is the difference bewteen it with encoder's?
Interview questions [1]
Question 1
1. introduction 2. Relative working experience 3. introduce the structure of transformer 4. intruduce bert and gpt 5. what is the input of decoder block, what is the difference bewteen it with encoder's?
I applied through a recruiter. I interviewed at TikTok (Taipei) in Jan 2023
Interview
25 mins deep learning according to resume, 25 mins of coding interview(hard). coding problems, and divide tree nodes according to vertical lines. Self-introduction first, and ask questions about the jobs.
Interview questions [1]
Question 1
Explain Transfomer, and Vision Transformer, coding problems, and divide tree nodes according to vertical lines.