LLM Agent算法工程师 - Commercial AI
Core
Develop algorithms for commercial customer service and sales agents using LLMs and Agent technology to handle user intent, path planning, tool invocation, and multi-turn interactions.
Role type
Senior IC LLM Agent algorithm engineer
Builds
Commercial AI agents for ad campaign management, knowledge Q&A, and AI-assisted sales
Domain
Advertising technology / Generative AI
Deliverable
production ML models
Required skills
LLM fine-tuning, Prompt Engineering, Reinforcement Learning, Transformer architecture, Multi-modal alignment, Cross-modal retrieval, Python, C++, PyTorch, TensorFlow
Preferred skills
Ad recommendation systems, Content understanding, Marketing automation, Material quality assessment, User profiling, ACM/Kaggle awards
Technologies
PyTorch, TensorFlow, CLIP, BLIP
Responsibilities
Build core agent capabilities for user intent understanding and tool invocation; Develop AI capabilities for ad diagnostics and creative generation; Innovate and implement algorithms in Agent frontier technologies.
Seniority
Mid-level, hands-on IC
