XPENG

机器人数采硬件专家

XPENG  •  Onsite  •  2 months ago
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Job Description

机器人数采硬件专家深圳、上海、北京、中国香港全职智能机器人板块职位描述岗位定位
面向机器人多模态数据采集体系,负责数采硬件方案设计、集成与验证(从传感器选型到整机联调、从标定同步到可靠性/EMC),打造可量产、可复制、可维护的数采装备与场景化采集能力,支撑模型训练与闭环迭代。
岗位职责
1. 数采硬件方案与架构:设计机器人数采硬件架构(相机/深度/IMU/音频/力传感/关节状态等),定义接口、带宽、供电、安装与防护方案;
2. 传感器选型与集成:负责传感器选型、评估与集成(FOV/分辨率/帧率/动态范围/噪声/漂移),兼顾成本、供应链与可维护性;
3. 同步与时间戳体系:设计并落地多传感器同步方案(硬件触发/PTP/外参时钟),保证跨模态数据时间对齐与可追溯;
4. 标定体系建设:制定并实现标定流程(内参/外参/IMU-相机/相机-机器人坐标系等),建设标定工具、工装与验收标准;
5. 数据质量与硬件验收:建立硬件相关数据质量指标(清晰度/畸变/曝光一致性/IMU 噪声/漂移/同步误差),推动自动化质检;
6. 可靠性/环境适应性:针对真机场景优化硬件可靠性(振动冲击、温度、线束磨损、连接器可靠性),并制定测试计划与问题闭环;
7. EMC/电源与线束设计:解决电源噪声、地线回流、线束耦合与 EMI 问题;配合高功率电机/驱动环境进行抗扰设计与验证;
8. 现场支持与规模化部署:支持数采现场问题定位与快速修复,推动硬件方案标准化、资产化与规模化复制(多场地、多套设备);
9. 供应商与成本:对接供应商与制造,推进可制造性(DFM/DFT)、备件体系、成本优化与生命周期管理;职位要求任职要求
- 本科及以上,电子/自动化/机器人/测控/光电/通信等相关专业;
- 5 年+硬件系统设计/传感器集成经验;有机器人/自动驾驶/AR/工业视觉数采经验优先;
- 熟悉至少两类传感器:RGB/全局快门、Depth、LiDAR、IMU、麦阵、力/触觉等;理解其误差来源与工程权衡;
- 熟悉同步与标定:硬件触发、PTP/时间戳链路;相机标定、外参标定、IMU 联合标定等;
- 具备系统工程能力:带宽/时延、供电/热设计、结构安装、线束与连接器、可靠性测试;
- 具备问题定位能力:能在现场对“数据质量问题”进行硬件侧归因与闭环;
- 良好的沟通与跨团队协作能力(与算法、数采运营、平台工具链、结构/电气团队协作);
加分项
- 熟悉 PTP(IEEE 1588)、Genlock、Trigger、同步架构设计与误差分析;
- 熟悉相机 ISP/曝光策略、HDR、rolling/global shutter 的运动失真与补偿;
- 有 EMC/EMI、ESD、接地/屏蔽、线束抗扰设计经验;
- 熟悉 ROS2/驱动开发、数据记录格式(rosbag、mcap 等)与高吞吐存储;
- 有量产/小批量交付经验:工装夹具、装配规范、测试治具、备件体系;
- 有供应链管理经验:选型替代、PCN/停产管理、成本拆解; 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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