XPENG

【26届校招】智能底盘培训生(AI数据方向)

XPENG  •  Onsite  •  5 months ago
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Job Description

【26届校招】智能底盘培训生(AI数据方向)上海正式生产 / 制造 / 加工 - 汽车制造职位描述1. 负责智能底盘多模态数据处理,涵盖路面图像、车辆动力学等数据的采集、清洗、标注与预处理,搭建高质量数据资源库,支撑主动悬架、转向控制等核心场景算法训练。
2. 参与数据标注体系搭建,制定底盘专属数据标注规则与质量标准,开发自动化质检工具,优化数据标注标注等流程,降低人工成本并保障数据一致性。
3. 开展数据挖掘与特征工程,分析复杂路况(如坑洼、、冰雪路面、积水、隧道进出口)下的数据分布规律,提取路面高程、附着系数等关键特征,为底盘控制算法优化提供数据支撑。
4. 协助构建数据闭环系统,打通标注数据、算法训练、仿真测试的反馈链路,通过bad case分析推动模型迭代,提升智能底盘在全天候场景下的鲁棒性。
5. 协同算法与底盘工程团队,参与实车路测数据验证,将驾乘体验反馈转化为可量化的数据优化目标,助力感知-底盘融合控制策略落地。职位要求1. 26届本科及以上学历,计算机科学、人工智能、数据科学、统计学、自动化等相关专业优先。
2. 熟练掌握Python编程,熟悉SQL数据查询,了解Pandas、NumPy等数据处理工具,具备基础的数据分析与可视化能力
3. 了解机器学习基本概念,熟悉TensorFlow/PyTorch等任一深度学习框架,或接触过数据标注、特征工程相关项目者优先。
4. 具备扎实的数学基础与逻辑思维,对智能汽车、智能底盘领域有浓厚兴趣,愿意深耕AI数据与底盘控制的交叉领域。
5. 拥有良好的沟通协作能力、快速学习能力与责任心,能适应项目迭代节奏,乐于解决实际技术问题。 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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