Research Scientist - LLM Applications for International E-commerce Scenarios - Global Tech Research Program - 2027 Start (PhD)
Tasks
- Apply RL for recommendation optimization
- Build modular agent driven architecture
- Build multilingual multimodal e commerce models
- Create scalable item tokenization
- Design recommendation LLM and ranking generation
- Develop large language model for e commerce
- Ensure agent safety and compliance
- Establish evaluation metrics and benchmarks
- Implement multimodal user product and content modeling
- Optimize model training and inference
Perks/Benefits
- N/A
Skills/Tech-stack
Agent planning | Architecture Design | Deep learning | Graph Neural Networks | Language Models | Language Processing | Large Language Models | Machine Learning | Model Architecture | Model Architecture Design | Multi-turn reasoning | Multimodal Learning | Natural Language | Natural Language Processing | Neural Networks | Operations Research | RLHF | Recommendation Systems | Reinforcement Learning | Risk control | SGLang | Series modeling | Time Series | Time Series Modeling | Tokenization | Tool use | Training Optimization
Education
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