The interview process consists of a recruiter call, followed by three technical rounds, and a final HR round.
Each technical round lasts approximately one hour and includes:
For the ML portion, I was asked to mathematically derive the cross-entropy loss and code a Transformer block.
LeetCode problems:
The following metrics were computed from 125 interview experiences for the TikTok Machine Learning Engineer role in United States.
TikTok's interview process for their Machine Learning Engineer roles in the United States is extremely selective, failing the vast majority of engineers.
Candidates reported having good feelings for TikTok's Machine Learning Engineer interview process in United States.