Lead Machine Learning Engineer - Location Product - Singapore
Core
Lead ML engineer developing transaction recommendation algorithms for TikTok's international local service content (hotels, travel, dining) to optimize user experience and revenue.
Role type
Senior IC machine learning engineer (recommendation systems)
Builds
Industry-leading recommendation system for local service products
Domain
Consumer technology / Local services (hotels, travel, dining)
Deliverable
production ML models
Required skills
Deep learning, recommendation algorithms, large language models (LLM), multi-objective optimization, data mining, model architecture design
Preferred skills
Experience in computational advertising, search engines, LLM-related fields
Technologies
Deep learning frameworks, LLM frameworks
Responsibilities
Develop transaction recommendation algorithms for international local services; Optimize recall strategies and model architectures; Drive integration of industry knowledge with recommendation algorithms; Research user discovery behaviors to improve transaction experiences
Seniority
Senior, hands-on IC with leadership responsibilities