Machine Learning Engineer - Video Recommendation - Singapore
Core
Build and optimize personalized video recommendation algorithms for TikTok's global user base using deep learning and large models.
Role type
Senior IC machine learning engineer (video recommendation)
Builds
Highly scalable recommendation classifiers and tools for TikTok's content ecosystem
Domain
Social media / Video streaming / Recommendation systems
Deliverable
production ML models
Required skills
deep learning, recommendation algorithms, large models, data structures, algorithms, software development, machine learning, data mining
Preferred skills
experience in large-scale internet business
Technologies
deep learning frameworks, recommendation system architectures
Responsibilities
Develop scalable classifiers and tools for the recommendation system; Improve model performance and recommendation strategy; Optimize push notification and production experience using ML; Collaborate with cross-functional teams to grow regional markets