Xiaomi Technology

AI算法工程师-生态链

Xiaomi Technology  •  Wuhan, CN (Onsite)  •  1 day ago
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Job Description

AI算法工程师-生态链
武汉
校招
正式
软件研发类
2027届校园招聘计划
职位描述
1、参与智能家居设备(如智能门锁、监控摄像头、智能厨电、传感类产品等)端侧图像算法的研发与落地,聚焦轻量化小模型方向;
2、参与计算机视觉算法开发,包括但不限于目标检测、关键点、分类识别、目标跟踪、图像分割等深度学习算法;
3、参与模型的训练、调优与评测,围绕端侧算力约束做轻量化与性能优化(剪枝、蒸馏、量化等);
4、参与模型量化与部署工作,在嵌入式/芯片平台上完成模型移植与推理加速,改善端侧运行效率;
5、参与训练数据的采集、清洗、标注管理与数据分析,协助搭建数据处理流程,提升数据质量与研发效率;
6、跟踪业界前沿的轻量级视觉算法进展,参与算法调研、原型验证与文档整理。
职位要求
1、在读硕士,计算机、自动化、电子信息、人工智能等相关专业,计算机视觉、深度学习、图像处理方向优先;
2、掌握深度学习与计算机视觉基础,熟悉常见的检测/分类/分割/跟踪等算法原理;
3、熟悉至少一种主流深度学习框架(PyTorch / TensorFlow 等),有完整的模型训练与调优实践经验;
4、熟悉 Python,了解 C++;熟悉 Linux 开发环境,有 OpenCV 使用经验者优先;
5、有模型轻量化、量化或端侧/嵌入式部署经验者优先;
6、责任心强,学习能力强,有良好的沟通协作能力,能保证稳定的实习时间。
加分项:
1、有顶会论文、算法竞赛获奖经历、高质量开源项目等;
2、有智能硬件、IoT、边缘计算相关项目经验。
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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