推荐大模型算法工程师/研究科学家-国际化短视频
Core
Design and develop large-scale recommendation systems for international short videos, optimizing algorithms using cutting-edge machine learning and large model technologies to enhance user engagement and personalization.
Role type
Senior IC machine learning engineer/research scientist (large-scale recommendation & large models)
Builds
Scalable, highly personalized recommendation systems for international short video platforms
Domain
Internet / Short Video / Recommendation Systems / Large Language & Multimodal Models
Deliverable
production ML models
Required skills
Large-scale recommendation system design, Large model technology (LLMs), Transformer architecture optimization, Sparse/Linear/Flash Attention, PyTorch, TensorFlow, CUDA programming, Distributed systems development, Multimodal content understanding, Personalization algorithms, Cross-domain optimization
Preferred skills
Publications in top-tier conferences (CVPR, ACL, KDD, ICML, NeurIPS)
Technologies
PyTorch, TensorFlow, CUDA
Responsibilities
Design future-oriented large-scale recommendation systems; Apply state-of-the-art ML and deep learning techniques to improve algorithm performance; Collaborate with cross-functional teams to design systems enhancing relevance, diversity, and engagement.