Xiaomi Technology

高级算法工程师-工业视觉

Xiaomi Technology  •  Onsite  •  8 days ago
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Job Description

高级算法工程师-工业视觉北京社招全职职位 ID:A52956职位描述1. 计算机、自动化、数学、统计学等相关专业硕士及以上学历,博士优先。
2. 5年以上工业视觉在工厂域的落地经验,有汽车行业经验者优先。
3. 精通 Python ,拥有扎实的工程代码能力,熟练使用 PyTorch 深度学习框架。
4. 精通 OpenCV,掌握 YOLO 等监督式模型及 PatchCore 等无监督异常检测算法;具备 ONNX/TensorRT 模型转换、加速及产线部署的实战经验。
5. 熟悉 Scikit-learn/XGBoost/LGBM 等机器学习算法,了解时序分析或因果推断,有多模态数据(图像+传感器数据)联合分析经验者优先。
6. 具备在复杂业务场景下独立开展算法项目的能力。
7. 具备良好的跨团队沟通能力与技术文档撰写能力,能将复杂的算法逻辑转化为业务语言与工艺/质量人员对齐。职位要求1. 视觉算法的攻坚与落地:
1. 主导产线复杂场景下的视觉解决方案设计(缺陷检测、高精定位、零部件识别、OCR等)。
2. 针对工业界典型的小样本、强反光、弱纹理、高相似度等难点,设计具有高鲁棒性的算法策略,并负责模型结构优化与性能调优。
2. 负责从需求定义、数据闭环、方案设计、模型训练、评测验收到产线部署的全流程,确保交付的算法服务具备高可用性与长期稳定性。
3. 与工艺/质量/数据团队协同推进落地;沉淀可复用的评测体系、数据规范、标注标准、算法组件与技术文档。
4. 追踪计算机视觉与工业智能领域的最新研究成果,结合业务痛点进行技术预研与转化,持续探索算法在智能制造中的创新应用。 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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