Machine Learning Engineer Graduate (Global E-Commerce, User Growth) - 2027 Start (PhD)
TikTok, Singapore
The team
We are the User Growth Algorithm Team for Global E-Commerce — the core engine driving the explosive growth of TikTok's global e-commerce business. Here, we go beyond solving conventional recommendation and user reach problems; we are committed to reshaping the shopping experience of global consumers through cutting-edge promotion algorithms. As the Promotion Algorithm Team, we command massive budgets and enormous traffic flows. Through state-of-the-art algorithmic modeling and operations research optimization, we strive to achieve globally optimal ROI in budget allocation—directly driving scaled growth in overall MAC (Monthly Active Customers) and GMV.