推荐大模型/生成式推荐算法工程师-Data
Core
Design and optimize end-to-end generative recommendation algorithms and LLM applications for a product matrix including short dramas, video editing, novels, music, news, and video platforms.
Role type
Senior IC machine-learning engineer (generative recommendation & LLM)
Builds
Recommendation systems for user interest modeling and personalized content delivery across multiple consumer apps
Domain
Internet / Generative AI / Large Language Models
Deliverable
production ML models
Required skills
Deep learning, LLMs, Reinforcement learning, Multi-modal learning, Model scaling, Listwise modeling
Preferred skills
International conference publications, GitHub open-source contributions, Kaggle/ACM awards
Technologies
PyTorch, TensorFlow
Responsibilities
Design and optimize generative models for recall, coarse ranking, and fine ranking stages; Develop multi-modal fusion techniques to enhance content and user intent understanding; Implement mixed sorting for marketing and recommendation content using generative and RL methods; Track and explore latest research in generative AI and recommendation systems.
