大模型应用算法工程师-电商商家自助服务 - 中国交易与广告
Core
Design and optimize AI Agents for e-commerce merchant self-service, leveraging large language models to automate business processes and enhance merchant experience.
Role type
Senior IC large model application algorithm engineer (AI Agent)
Builds
Intelligent assistant agents with planning, tool invocation, and long-term memory capabilities for merchant services
Domain
E-commerce, digital marketing, large language models
Deliverable
production ML models
Required skills
Large language model (LLM) development, Agent framework design, Post-training, RAG, Tool invocation, Task planning, Reinforcement learning, Python, C++, Linux, PyTorch, TensorFlow
Preferred skills
Experience with complex task understanding, reasoning, and execution in LLMs
Technologies
LLM, RAG, Reinforcement Learning, PyTorch, TensorFlow
Responsibilities
Design and optimize AI Agents for merchant self-service scenarios; Develop application algorithms for post-training, RAG, and agent self-evolution; Build context, knowledge, and tool capabilities for agents to solve business automation challenges.
