Generative Recommendation Algorithm Engineer (large models) - Location Product
TikTok, Singapore
The role
TikTok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for TikTok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the TikTok user experience and content ecosystem.
In particular, the local service recommendation team focuses on targeting user experience and transaction scale optimization for lifestyle service content, including hotels, travel, dining, and more. This role aims to pioneer new content and revenue streams for the company.
What you will do
This role focuses on recommendation algorithms for international short video-based local services. The work involves optimizing large-scale recommendation algorithms, solving complex constraint optimization problems, improving algorithms across various academic fields such as content understanding, LLM applications, CV/NLP, exploring new business directions, designing and implementing recommendation system architectures for multiple scenarios, and conducting in-depth analysis of product data.