Machine Learning Engineer - Location Product -Singapore
Core
Develop transaction recommendation algorithms for TikTok's international local services (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 (LLMs), multi-objective optimization, data mining, model architecture design
Preferred skills
LLM-related programming, experience in computational advertising or search engines
Technologies
deep learning frameworks, recommendation engines
Responsibilities
Develop transaction recommendation algorithms for international local services; Optimize recall strategies and model architectures; Drive integration of local service transaction optimization with industry knowledge; Research user discovery behaviors to improve transaction experiences.