短视频推荐算法工程师-基础推荐
Core
Design and optimize core recommendation algorithms for international short video platforms to enhance user experience and drive business growth.
Role type
Senior IC recommendation algorithm engineer
Builds
Industry-leading recommendation systems for international short video products
Domain
Internet / Short Video / Machine Learning
Deliverable
production ML models
Required skills
Deep learning, Graph neural networks, Multi-task learning, Learning to rank, Model compression and acceleration, Multi-modal technology, Data structures and algorithms, Machine learning, Natural language processing, Data mining
Preferred skills
Experience in recommendation systems, Computational advertising, Search engines
Responsibilities
Implement state-of-the-art ML techniques in core scenarios like mixed ranking, sorting, multi-objective optimization, recall, cold start, exploration, diversity, and content understanding; Collaborate with product and operations teams to define algorithm strategies based on user and product analysis; Conduct research on technical directions including deep learning and model optimization.