Xiaomi Technology

AI 模型加速优化算法工程师

Xiaomi Technology  •  Beijing, CN (Onsite)  •  1 day ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

AI 模型加速优化算法工程师
北京
校招
正式
算法类
2027届校园招聘计划
职位描述
岗位职责
1、负责大模型、多模态大模型、AIGC、自动驾驶、多媒体/ISP 等 AI 模型端侧加速优化算法的研发与探索;
2、负责模型训练调优及压缩优化,包括但不限于量化、剪枝、蒸馏、稀疏化、小型化、NAS、推理加速等技术研发;
3、与芯片团队协同开展算法-芯片联合设计与优化,提供面向自研芯片的模型加速解决方案;
4、支持业务模型在自研芯片上的训练优化、部署交付及性能持续优化。
职位要求
岗位要求
1、在大模型、AIGC、自动驾驶、多媒体/ISP、AI 芯片等方向上具有相关项目或实习经验;
2、熟悉模型量化、剪枝、蒸馏、稀疏化、训练调优及性能优化等模型压缩与加速技术;
3、熟练使用 PyTorch,熟悉 Transformer、Diffusion 等模型,掌握 TensorRT、ONNX Runtime、TVM 等至少一种部署或优化框架;
4、有芯片算法联合优化、端侧 AI 部署或模型加速项目经验者优先;
5、有大模型/AIGC/自动驾驶/多媒体 ISP 模型优化经验,或相关论文、专利、开源项目者优先。
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
Social Media