XPENG

【27届校招】智造专业培训生(数据分析算法方向)

XPENG  •  Onsite  •  3 hours ago
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Job Description

【27届校招】智造专业培训生(数据分析算法方向)

广州

正式

生产 / 制造 / 加工

职位描述

  1. 负责工业现场传感器(振动、温度、电流、压力等)高频信号的采集、解析与预处理,制定特征提取方案(时域/频域/时频域)。 2. 针对电机、减速机、泵机等关键设备,开发基于信号处理的故障特征识别算法及健康状态监控(PHM)模型。 3. 利用大数据平台(Hadoop/Spark)处理海量历史运行数据,构建设备剩余寿命(RUL)预测及异常报警模型。 4. 负责边缘计算场景下的轻量化算法移植,优化信号处理算子在嵌入式或工控机上的运行效率。 5. 协同数字孪生团队,建立基于AI + 智能体分析技术,实现故障机理与数据波动之间的映射关系,撰写诊断分析报告。

职位要求

  1. 通信工程、电子信息、自动化、数学、计算机等相关专业,硕士及以上学历优先。 2. 熟练掌握Python/R或MATLAB,精通数字信号处理(FFT、小波变换、希尔伯特-黄变换)与经典滤波设计(IIR/FIR)。 3. 熟悉常用机器学习算法(SVM、随机森林、XGBoost)或时序深度学习模型(LSTM、Transformer、TCN),有异常检测/预测性维护项目经验。 4. 了解工业现场总线协议(如Modbus、OPC UA、Profinet)者优先。 5. 具备扎实的线性代数与概率论基础,英语四级及以上,能独立啃读IEEE/IEC信号处理相关英文文献。 6. 具备较强的跨部门协作意识,做事严谨,有闭环交付能力。

投递

XPENG

About XPENG

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou,Guangdong province.

For more information, please visit https://heyxpeng.com.

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Guangzhou, CN
Year Founded
2014
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