ByteDance is seeking an LLM Machine Learning Engineer for its Vertical Search team in Singapore, focusing on optimizing photo-text search algorithms and enhancing user experience through multi-modal technologies. The ideal candidate should possess a strong background in machine learning, programming, and algorithm design
Job Summary
The role focuses on building a full-stack search engine system that combines information retrieval with modern machine learning methods.
Candidates will optimize photo-text relevance models by solving core pain points such as semantic alignment and cross-modal matching deviation.
ByteDance seeks individuals who embrace a culture of self-direction, openness, and an 'Always Day 1' mindset to drive meaningful breakthroughs.
Matching Summary
Match Score: 85
ByteDance is seeking an LLM Machine Learning Engineer for its Vertical Search team in Singapore, focusing on optimizing photo-text search algorithms and enhancing user experience through multi-modal technologies. The ideal candidate should possess a strong background in machine learning, programming, and algorithm design.
Skills & Requirements
Must-have
Photo-text multi-modal understanding
LLM and VML technology integration
C++ and Python programming proficiency
Model training, inference, and deployment optimization
Semantic alignment and cross-modal matching
Nice-to-have
Experience in content search and photo-text recommendation
Understanding of image quality evaluation
Passion for solving challenging technical problems
Self-direction and intellectual curiosity
Track record of innovative technical practices
Key Requirements
Bachelor's degree or above in computer-related major
Solid foundation in data structures and algorithms