大模型应用开发工程师-飞书文档
Core
Design and optimize LLM-based intelligent assistants for content creation and consumption scenarios to improve efficiency and quality.
Role type
Senior LLM application engineer (content creation)
Builds
Intelligent assistants for content production and consumption
Domain
Enterprise productivity software / Large Language Models
Deliverable
production ML models
Required skills
LLM application development, Prompt engineering, React Agent/Multi Agent design, LoRA/QLoRA fine-tuning, DPO/GRPO alignment, RLHF implementation
Preferred skills
RAG, LangChain, multi-turn dialogue systems, content creation scenario experience
Technologies
LLMs, React Agent, LangChain, LoRA, QLoRA, DPO, GRPO, RLHF
Responsibilities
Design intelligent assistants for content scenarios; Optimize prompt templates for accuracy and business fit; Explore agent collaboration mechanisms for complex tasks; Monitor and optimize agent performance via experiments; Implement model customization and alignment techniques.
Seniority
Senior, hands-on IC
