XPENG

具身算法产品经理(具身大脑方向)

XPENG  •  Shenzhen, CN / Shanghai, CN / Beijing, CN (Onsite)  •  2 hours ago
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Job Description

具身算法产品经理(具身大脑方向)

Shenzhen, Shanghai, Beijing

Full-time

Product / Planning / Project management - Product manager

Responsibilities

岗位目标 负责长程任务、感知与认知理解的算法产品,建立从用户目标到可验证决策及任务效果的闭环。 工作职责 1 负责机器人任务智能相关产品规划,结合真实使用场景和现有技术能力,识别重点任务,明确能力优先级、版本目标及验收标准。 2 将复杂作业任务拆解为环境理解、目标识别、任务规划、多步决策等能力需求,协同算法、感知及硬件团队明确输入条件、功能边界和关键性能指标。 3 联合算法研发设计模型和策略实验,参与模型能力验证和机器人真机测试,围绕任务成功率、泛化能力、响应速度、稳定性等指标分析不同方案表现,推动模型、数据和系统持续优化。 4 协同跨模块研发团队,梳理任务执行过程中所需的状态信息、技能调用、执行反馈和异常处理机制,推动高层任务规划与机器人实际执行能力有效衔接。 5 建立机器人复杂任务的评测和问题分析机制,持续跟踪典型失败案例及现场运行效果,推动模型能力、任务策略和产品版本迭代,并参与下一阶段能力规划。

Qualifications

任职要求 1. 硕士及以上学历,机器人、自动化、控制工程、计算机、机械电子等相关专业优先,具备多模态大模型、自动驾驶等相关行业经验。 2. 3年及以上相关算法研发或技术产品经验;独立承担过核心能力的需求定义、方案取舍、效果验收及实际应用,能够清楚说明本人负责的产品决策与迭代结果。 3. 对大模型及机器人智能技术有较好的理解,深入掌握多模态大模型、VLM/VLA、Agent、任务规划等相关技术的基本原理和应用方式,能解释与分析误差累积和失败归因。 4. 具备较强的产品抽象和技术理解能力,能够将真实作业需求转化为模型能力要求、产品功能、评测指标和版本规划。 5. 具备较强的数据分析和问题定位能力,熟练使用AI工具搭建实验、真机日志分析、实验设计及原型实践,能以重复运行证据证明能力改进。 6. 具备良好的逻辑分析、沟通协调和项目推进能力,能够在技术快速演进、产品定义尚未完全成熟的环境中独立推进工作。

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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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