Xiaomi Technology

小米汽车-工业视觉工程师

Xiaomi Technology  •  Onsite  •  2 hours ago
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Job Description

小米汽车-工业视觉工程师
上海
社招
全职
职位 ID:A170161
职位描述
1. 负责主流视觉系统软硬件产品的技术研究与应用方案设计,主导现场疑难技术问题的分析诊断与解决方案落地,全程跟进问题处理流程直至闭环验收;
2. 负责基于 OpenCV、Halcon、VisionPro、VisionMaster 等视觉算法库及自研视觉大模型开展项目开发,制定算法应用方案并推动技术落地实施,支撑项目全流程技术实现;
3. 负责 3D 点云处理、标定、配准, 2D 匹配,深度学习算法在项目中的实际应用与性能优化,满足定位、引导、检测等核心业务需求;
4. 负责视觉各类硬件选型以匹配工位视觉方案设计,具备硬件各模块定制开发能力,能够基于实际场景需求选择最适配的硬件并设计整体视觉导入方案;
5. 负责与项目落地方进行技术沟通,理解需求并输出技术方案,参与项目需求评审与方案交底,确保技术实现与客户需求一致;
6. 负责项目技术文档编制,包括方案设计、测试报告、操作手册等,沉淀技术经验与项目成果。
职位要求
1. 科及以上学历,光学工程、测控技术与仪器、机械工程、电气工程及其自动化等相关专业背景;
2. 具备 3 年以上工业视觉系统项目开发经验,拥有整车厂项目落地经历,且具体参与过 3D 视觉引导定位、缺陷检测类项目全流程开发;
3. 精通 OpenCV、Halcon、VisionPro、VisionMaster 等主流视觉算法库的使用,至少熟练掌握 C++、C#、Python 中的一种编程语言;
4. 掌握 3D 点云处理、标定、配准及 2D 匹配等核心算法原理,具备独立开展算法选型与优化的能力;
5. 熟悉 TensorFlow、PyTorch 等深度学习工具,具备模型标注、训练、调参及部署的完整技术能力;
6. 深入了解主流视觉系统产品的技术原理、性能特性及适用场景,具备较强的项目规划能力、资源协调能力和任务分解能力;
7. 熟悉工业视觉各模块硬件的功能及其底层原理,参与过硬件模块0→1开发更优;
8. 具备良好的问题分析与解决能力,能快速响应现场技术问题并制定有效解决方案;
9. 拥有良好的沟通表达能力和团队协作精神,能高效对接客户与内部团队推进项目进展;
10. 能够适应因项目需求产生的不定期出差安排。
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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