智能预警算法实习生
上海
实习
用户与服务 - 运营管理
职位 ID：A19009
职位描述
根据智能运维工程师的要求,对充换电设备运行期间的时间序列数据进行ETL； 基于运维专家的算法逻辑,从过程数据中提取时域和频域特征； 基于算法开发PRD,为充换电设备编写故障预警代码,并生成维修工单； 为算法代码生成测试数据,并对代码进行测试； 结合AI开发效率提升类的自动化简易工具。
职位要求
基础要求 熟悉先进AIAgent工具的使用方法和适用场景(Claude Code、CodeX、TRAE等)； 熟悉Python语法,有丰富的编程经验,熟练使用pandas,matplotlib,scipy等工具具包； 熟悉主流数据库mysql/mongodb/redis等架构,具有SQL编程能力； 拥有较强的逻辑分析能力和书面语言组织能力。 扩展要求 理解web前后端工作原理,会使用request,selenium,scrapy等工具爬取网页内容； 了解Tableau/PowerBI等数据可视化工具； 理解分类、回归、聚类、主成份分析等机器学习算法原理,熟练使用sklear工具包； 理解CNN,RNN,LSTM等深度学习算法原理,基本掌握Tensorflow/Pytoro等工具包； 理解大数据和集群概念,拥有pyspark编程经验； 计算机类、数学类或者统计学类专业,拥有电气、机械等工科背景优先； 了解前后端开发,掌握html、css、js、flask等技术。
投递
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.
