大模型算法研究员-Data AML
Core
Researching deep fusion of recommendation algorithms and large language models, including LLM4Rec, cross-end foundation models, and multimodal understanding.
Role type
Senior Research Scientist (Large Language Models & Recommendation Systems)
Builds
Generalizable and innovative algorithms for recommendation, advertising, and multimodal tasks within Douyin/Toutiao ecosystem.
Domain
Internet / Recommendation Systems / Large Language Models / Multimodal AI
Deliverable
production ML models
Required skills
Machine Learning, Natural Language Processing, Deep Learning, Large Language Model research, Multimodal understanding, Algorithm optimization
Preferred skills
Published papers in top-tier conferences (ACL, NeurIPS, ICML, ICLR, CVPR), Led high-impact projects in recommendation or large models, Experience with trillion-parameter models
Technologies
LLM, Foundation Models, Multimodal Models, Recommendation Algorithms, Deep Learning Frameworks
Responsibilities
Explore deep integration of recommendation algorithms with LLMs and multimodal understanding; Participate in deep learning algorithm application and optimization for high-compute scenarios; Collaborate with engineering teams to explore new architectures and algorithms.