NIO

算法工程师

NIO  •  Onsite  •  6 hours ago
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Job Description

算法工程师
上海
社招
全职
数字技术 - 算法
本科及以上
5-7 年
职位描述
1,负责电池电驱工业化场景下 AI Agent 系统的设计、开发与落地,包括工艺问答、故障诊断、数据分析、报告生成等业务方向。
2,负责大语言模型(LLM)在工业场景中的应用开发,包括 Prompt Engineering、RAG、Tool Calling、Workflow、Multi-Agent 等能力建设。
3,负责工业知识库、工艺文档及多源数据的结构化与治理,提升 Agent 在复杂业务场景中的理解与推理能力。
4,负责 Agent 系统效果优化与评估,包括准确率、稳定性、响应效率、幻觉控制及推理链路优化。
5,与工艺、制造、质量等业务团队协同,推动 AI 技术在新能源工业化场景中的实际落地与应用。
职位要求
1.本科及以上学历,计算机、人工智能、自动化、电子、数学等相关专业。
2.具备机器学习与深度学习基础,理解 CNN、RNN、Transformer、Attention、LLM 等主流模型原理。
3.熟悉 Python 开发,具备 PyTorch、FastAPI、向量数据库、RAG 系统等相关开发经验。
4.熟悉至少一种 Agent/LLM 应用框架,包括 LangChain、LangGraph、LlamaIndex、AutoGen、CrewAI 等。
5.具备 Agent Workflow、Tool Calling、Multi-Agent、Prompt Engineering 等相关项目经验。
6.具备良好的工程能力与代码规范,熟悉 Linux、Git、接口开发及模块化设计。
7.有工业 AI、制造业数字化、设备故障诊断、知识图谱或工业知识库相关项目经验者优先。
8.有电驱、电池、MES、PLM、制造工艺等新能源行业相关经验者优先。
9.有开源大模型部署、微调、推理优化相关经验者优先。
10.具备较强的问题分析与学习能力,能够快速理解工业业务场景与需求。
投递
NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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