XPENG

具身大模型数据工程师

XPENG  •  Onsite  •  2 hours ago
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Job Description

具身大模型数据工程师
深圳、上海、北京、中国香港
全职
智能机器人板块
职位描述
1、负责机器人/具身智能多模态数据的检索、挖掘、标签和样本库能力建设,支撑算法训练、评测分析和问题定位;
2、设计并实现面向视频、图像、传感器、状态流、日志等数据的索引组织、特征抽取、向量检索和条件检索能力;
3、建设样本挖掘、自动打标、数据切片、问题聚类、相似样本召回等能力,提升高价值数据发现效率;
4、参与构建训练集/评测集生成链路,支持按照场景、任务、质量、模型表现等维度进行数据筛选和复用;
5、与算法、数据平台、产品团队协作,持续优化数据检索体验、查询性能和数据洞察能力。
职位要求
1、计算机、人工智能、数学、统计、自动化等相关专业本科及以上学历;
2、熟练掌握 Python、Go、Java、C++ 中至少一门语言,具备扎实的工程实现能力;
3、熟悉 Elasticsearch、ClickHouse、Milvus、LanceDB、Faiss、Redis 等检索、分析或向量数据库系统中的一项或多项;
4、理解向量检索、特征索引、Embedding、召回排序、标签体系、样本管理等基础概念和工程实践;
5、有数据挖掘、样本库、特征平台、标签平台、搜索系统或推荐系统相关经验;
6、对多模态数据、具身智能、大模型数据闭环有兴趣,能主动理解算法研发场景并抽象为平台能力。
加分项
1、有自动驾驶、机器人、大模型训练数据平台或多模态检索项目经验;
2、熟悉视觉/视频/传感器数据处理,有时序数据对齐、片段切分、场景挖掘经验;
3、有 RAG、Agent、数据问答、智能分析工具建设经验。
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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