Agentic RecSys算法工程师-抖音
Core
Develop agentic recommendation algorithms for Douyin's main feed, integrating LLMs and Agents to enhance user understanding, memory, task planning, and automated research capabilities.
Role type
Senior IC Machine Learning Engineer (Agentic RecSys)
Builds
Unified recommendation Agent hub and Auto Research capabilities for Douyin's main feed
Domain
Social Media / Recommendation Systems / Large Language Models
Deliverable
production ML models
Required skills
Machine Learning, Deep Learning, Recommendation Systems, LLMs, Agents, Reinforcement Learning, PyTorch, TensorFlow
Preferred skills
SFT, RAG, Reward Modeling, Agent Planning, Multi-modal Recommendation, High-scale system optimization
Responsibilities
Research and develop agentic algorithms for recommendation systems; Implement LLM-based solutions in recall, ranking, and re-ranking; Collaborate with engineering and product teams to validate and iterate algorithms in production.
