推荐算法工程师-TikTok
Core
Design and optimize recommendation algorithms for TikTok's core content discovery scenarios, including the home feed and search, to personalize content for billions of users globally.
Role type
Senior Machine Learning Engineer (Recommendation Systems)
Builds
Personalized content recommendation systems for short-form video
Domain
Social Media / Recommendation Systems
Deliverable
production ML models
Required skills
Machine learning, data structures and algorithms, coding, problem-solving, cross-functional collaboration, team leadership
Preferred skills
Experience leading teams, mentoring, managing cross-department projects
Technologies
Machine learning frameworks, big data processing tools
Responsibilities
Collaborate with product and operations teams to define business goals; Discuss core ML techniques to build systematic methodologies; Apply advanced ML to solve challenges in online/offline, large/small data, and long/short-term signal scenarios; Lead internal and cross-department projects and mentor new hires
