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Open nowPosted 186 days ago

具身大模型数据架构师

xiaopeng/index1,586 open roles

Where
Shenzhen, Guangdong, Chinese Mainland
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Your applicationOpen now具身大模型数据架构师xiaopeng/index · Shenzhen, Guangdong, Chinese Mainland
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The clock on this job

Early applications get read.

12.1% of postings close within 7 days. Measured by our own scanner across the market. xiaopeng/index postings stay open a median of 1 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 186 days ago

xiaopeng/index median: 1 days open

The posting

岗位职责 1、负责具身智能多模态数据体系建设,围绕视频、图像、音频、传感器、状态流、日志等海量异构数据,设计可扩展的数据接入、存储、组织、检索与消费架构; 2、参与构建面向原始数据管理、训练评测集管理等的数据湖仓与数据管线,推动数据在采集、解析、切分、对齐、清洗、标注、入湖、索引、回放和回溯等环节的工程化落地; 3、联合算法团队建设高质量训练数据集、评测集和数据闭环机制,支撑具身大模型的数据生产、问题定位、效果分析和持续迭代; 4、参与多模态数据标准和中间结构设计,提升不同来源、不同格式数据之间的兼容性、复用性和可治理性; 5、 构建 Data Agent,实现智能检索、数据分析、数据洞察等能力,持续提升数据生产效率与研发效率。

任职要求 1、计算机、数学、统计、自动化、电子、机器人等专业; 2.、具备 AI 算法开发、数据工程、分布式系统、模型调优或系统工程优化相关经验之一; 3、具备海量多模态异构数据的架构设计能力,能够从业务目标出发设计数据分层、数据模型、存储布局、索引组织与读写链路; 4、熟悉 Python/Java/ go中至少一门语言,具备扎实的数据处理和工程实现能力; 5、熟悉 Iceberg、Lance 等面向大规模分析或多模态数据场景的数据格式与存储方案,理解 Parquet、Arrow、对象存储、元数据管理等核心机制; 6、熟悉 LanceDB、Milvus、Elasticsearch、ClickHouse 等检索/分析系统,或有多模态样本库建设经验; 7、熟悉 Spark、Flink、Ray、Kafka 等大数据或分布式计算框架中的一项或多项,理解批处理、流处理、批流一体及任务编排; 8、熟悉向量检索、特征索引、样本检索、数据切片、时间戳对齐、多模态关联等一种或多种能力,能够支撑训练数据构建和问题追溯; 9、对数据闭环、具身智能和大模型方向有强烈兴趣,具备自驱力、学习能力和跨团队协作意识。 加分项 1、有机器人、自动驾驶、大模型行业等行业的多模态海量数据架构实践经验; 2、有数据湖、湖仓一体、元数据平台、数据质量平台或数据检索平台建设经验; 3、有顶会/期刊论文、开源项目、数据竞赛成果,或在数据基础设施方向有系统性产出。

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