Xiaomi Technology

高级数据工程师(座舱AI)

Xiaomi Technology  •  Onsite  •  3 hours ago
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Job Description

高级数据工程师(座舱AI)
北京
社招
全职
职位 ID:A117454A
职位描述
- 设计并建设座舱 AI 数据平台,覆盖车端数据采集、回传、存储、清洗、标注与版本管理的全链路;
- 基于大模型(LLM/多模态)构建数据挖掘能力,支撑自动化标注、难例挖掘与数据筛选,提升数据闭环效率;
- 构建高吞吐、可扩展的数据管线(Data Pipeline),支撑语音、视觉、多模态等大规模数据的处理与特征加工;
- 与算法团队协作,搭建训练/评测数据集的自动化生产与质量校验体系,提升数据闭环迭代效率;
- 保障数据合规、安全与隐私脱敏,建立数据血缘、可观测与治理机制。
职位要求
- 计算机、软件工程、数据科学或相关专业本科及以上学历;
- 3 年以上大数据/数据工程相关经验,具备扎实的编程能力,熟练掌握 Python 与 SQL;
- 熟悉主流大数据处理框架(如 Spark / Flink / Kafka / Hive 等),具备大规模数据管线的设计与调优经验;
- 熟悉数据仓库/数据湖建模与 ETL 开发,关注数据质量、血缘与可观测性;
- 具备良好的工程素养,关注系统的可维护性、稳定性与可扩展性。
加分项
- 有面向 AI/机器学习的训练数据平台或特征工程(Feature Store)建设经验;
- 有语音、视觉或多模态数据的采集、清洗与标注链路建设经验;
- 有车载/智能座舱数据回传、海量数据治理与合规脱敏相关项目经验;
- 熟悉云原生数据栈(如 Kubernetes、对象存储、湖仓一体架构)与数据编排工具(如 Airflow / DolphinScheduler 等)。
投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
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