顶尖应届-软硬协同优化研究员-软件
北京
校招
正式
软件研发类
职位描述
1、主导手机端侧AI模型的性能优化与能效突破，助力端侧高效的AI推理； 2、从算法、编译器、推理引擎、算子到芯片特性，进行全栈式软硬协同优化； 3、跟踪业界最佳成果，挖掘优化方向，协同论证可行性，优化落地效果； 4、整合米端软件到芯片能力，基于AI模型的特性与瓶颈，推动SoC芯片的定制开发； 5、探索构建GPU/NPU/CPU异构并行方案，拓展端侧AI推理的优化路径； 6、对移动端硬件做深度分析，建立benchmark模型，辅助端侧模型的能效优化。
职位要求
1、模型：深度理解MoE、Transformer、LLM推理原理，及端侧推理优化技术； 2、系统：熟悉异构计算、推理引擎、内存/IO布局； 3、经验：有移动端侧模型部署、调优经验者优化； 4、MoE：有MoE模型工程优化经验者优化。
职位信息
课题名称及内容：
【课题名称】 30B-100B端侧大模型新架构研究 【课题内容】 1、开展AI大模型、内核技术与NPU芯片的交叉研究，拓展手机端侧 Dense 大模型的性能和能效边界； 2、开展30B-100B端侧大模型的可行性研究、原型开发和推理优化，探索新的软硬协同技术架构，规划新的芯片需求。
投递
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.
