算法工程师-TikTok直播
Core
Optimize algorithm strategies for live streaming monetization, serving hundreds of millions of global users to enhance interaction and commercial efficiency.
Role type
Senior IC algorithm engineer (live streaming & LLM)
Builds
High-performance personalized algorithm strategy systems for live streaming
Domain
Live streaming, Generative AI, Recommendation Systems
Deliverable
production ML models
Required skills
C++, Python, Large Language Models (LLM), Machine Learning, Natural Language Processing, Data Mining, Causal Inference, Reinforcement Learning
Preferred skills
Experience deploying LLMs in C-end products, Recommendation Systems, Computational Advertising, Search Engines, E-commerce systems
Technologies
C++, Python, LLM frameworks
Responsibilities
Model user behavior and consumption data; Explore generative recommendation directions including personalized content generation; Optimize strategies based on user feedback via online reinforcement learning; Deepen understanding of product logic to drive business growth.
