Lead Machine Learning Engineer - User Growth - Recommendation - Singapore
Core
Develop large-scale machine learning algorithms and build industry-leading recommendation systems to optimize user retention rates for TikTok's global users.
Role type
Lead Machine Learning Engineer (Recommendation Systems)
Builds
Scalable, high-performance recommendation systems and large models
Domain
Social Media / Recommendation Systems / Machine Learning
Deliverable
production ML models
Required skills
Recommendation systems, Machine learning, Deep learning, Large language models, Computer vision, NLP, Causal inference, Multimodal machine learning, Python, C/C++, Data structures and algorithms
Preferred skills
Leading projects, Cross-timezone collaboration
Technologies
Python, C/C++, Machine learning frameworks
Responsibilities
Design, refine, and test machine learning algorithms and strategies; Connect data to real-world user experiences; Deliver end-to-end solutions to achieve growth targets; Collaborate with product managers, data scientists, and engineers.
Seniority
Lead, hands-on IC with mentorship responsibilities