推荐算法工程师-抖音推荐技术
Core
Design and implement large-scale recommendation algorithms and models for Douyin's primary feed and other key business scenarios, integrating LLMs and multi-modal approaches.
Role type
Senior IC machine-learning engineer (recommendation systems & LLMs)
Builds
Production recommendation models and architectures for Douyin's feed and multi-modal content
Domain
Social media, Recommendation Systems, Large Language Models (LLM), Multi-modal AI
Deliverable
production ML models
Required skills
Recommendation algorithms, Deep learning, Large Language Models (LLM), Multi-modal learning, Model compression, Multi-task learning, Data structures, Programming
Preferred skills
International competition experience (ACM-ICPC, Math Modeling), Publications in top-tier conferences (KDD, NeurIPS, ICML, ICLR, CVPR)
Responsibilities
Optimize large-scale recommendation algorithms, Apply and explore LLMs in recommendation recall/ranking, Design recommendation architectures, Analyze complex product data
Seniority
Senior, hands-on IC