推荐算法工程师-TikTok长期生态
Core
Develop recommendation algorithms for TikTok's long-term ecosystem, collaborating with product and operations teams to define business goals and enhance user experience.
Role type
Senior IC machine-learning engineer (recommendation systems)
Builds
Recommendation systems for TikTok's long-term ecosystem
Domain
Social media, content recommendation
Deliverable
production ML models
Required skills
Machine learning, deep learning, multi-task learning, graph neural networks, Learning to Rank, multi-modal technology, cold-start techniques, system design, data structures and algorithms
Preferred skills
Experience in traffic ecosystems, author experience ecosystems, content cold-start, business problem-solving, innovation
Technologies
N/A
Responsibilities
Collaborate with product and operations teams to set short and long-term business goals; Conduct core machine learning research to solve specific problems and form complete methodological systems; Organize and drive internal and cross-departmental projects to foster team progress and mentor new hires.
Seniority
Senior, hands-on IC