Research Scientist Intern - Large-Scale Machine Learning Systems (SysML) - Global Frontier Tech Recruitment Program - 2027 Start (PhD)
Summary
Research and develop large-scale multimodal machine learning systems, including training frameworks, inference engines, and recommendation systems for ByteDance’s AI products.
- Apply mixed precision for training and inference
- Build high performance multimodal inference engines
- Design multimodal co training architectures
- Develop large scale multimodal recommendation systems
- Develop multimodal training frameworks
- Implement heterogeneous hardware adaptation
- Optimize sparse mixture of experts
- Unify multimodal representations and multimodal fusion
- Use memory networks for recommendations