XPENG

【27届校招】智造专业培训生(数据预处理算法方向)

XPENG  •  Onsite  •  2 hours ago
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Job Description

【27届校招】智造专业培训生(数据预处理算法方向)

广州

正式

生产 / 制造 / 加工

职位描述

  1. 负责工艺文档的自动化解析、分类与信息抽取,建立文档特征索引库,解决人工整理效率低下的痛点,并建起大语言模型训练数据库。 2. 负责机器人运行日志、轨迹点位及视觉点云数据的清洗、降噪、标注与结构化转换,构建高质量的训练与验证数据集。 3. 设计并维护自动化数据预处理Pipeline(数据流管道),实现原始数据到业务特征的高效流转,提升团队整体数据迭代速度。 4. 参与数据质量标准的制定,编写数据文档与预处理SOP,确保算法输入端的准确性与可追溯性。 5. 配合业务部门开发数据可视化看板,实时监控数据分布异常与缺失值,建立主动预警机制。

职位要求

  1. 计算机科学、自动化、数学、人工智能等相关专业,硕士及以上学历优先。 2. 熟练掌握Python/C++编程,熟悉Pandas、NumPy、正则表达式及XPath解析库;了解SQL/NoSQL数据库操作。 3. 熟悉LLM算法基本原理, 熟悉点云/时序数据预处理常用滤波算法(如高斯滤波、去噪)。 4. 具备良好的工程化代码习惯,熟悉Linux开发环境及Git版本管理工具。 5. 有数据处理竞赛、Kaggle数据清洗实战或工厂MES系统实习经验者优先。 6. 逻辑缜密,对数据敏感且极具耐心,沟通能力强,英语四级及以上,能阅读英文技术文档及数据手册。

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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