Xiaomi Technology

大模型推理优化工程师

Xiaomi Technology  •  Onsite  •  3 months ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

大模型推理优化工程师北京校招正式算法类2026届春季校招计划职位描述1. 负责大模型算法在手机、平板等移动设备平台部署,打造业界领先的全平台推理引擎
2. 分析性能瓶颈,提出系统性优化方案,将算法落地到汽车、手机、小爱等集团业务线
3. 设计先进的推理引擎架构,极致优化高性能算子与推理流水线
4. 了解移动端硬件特性,分析推理性能瓶颈,提出系统性解决方案
5. 充分挖掘硬件平台异构算力,优化资源占用
4. 负责AI项目交付、算法SDK编写、维护、技术文档撰写等工作职位要求1. 本科及以上学历,计算机/电子/信息/通信/自动化/软件等相关专业
2. 掌握Python、C、C++等编程语言,精通数据结构算法,具备优秀的编程习惯
3. 了解CNN、LLM、Transformer、ViT等算法原理
4. 熟悉常见深度学习或LLM推理框架,如:TensorRT、ncnn、mnn、llama、cpp、vllm等
5. 对模型量化、定点化、低比特表示有深入研究和理解
6. 有CUDA、NEON、SIMD指令编程经验
7. 加分项:阅读过任意一种推理框架源码、对高性能计算感兴趣者优先 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