大模型应用算法工程师（AI助手方向）-Data AML
Core
Design and implement core algorithms for AI assistant systems, covering dialogue understanding, intent recognition, multi-turn conversation, knowledge Q&A, and image-text generation.
Role type
Senior IC large model application algorithm engineer (AI assistant)
Builds
Intelligent interaction systems for AI assistants
Domain
Large Language Models (LLMs), Generative AI, Conversational AI
Deliverable
production ML models
Required skills
Large model application algorithms, RAG technology stack, Prompt engineering, Multi-turn dialogue management, SFT/RLHF fine-tuning, Agent architecture design, Tool calling protocols, Context management, Algorithm decomposition and implementation
Preferred skills
Open source contributions to large model applications, AI product launch experience
Technologies
RAG, SFT, RLHF, ReAct, Plan-and-Execute, Multi-Agent collaboration
