Number of Openings: 2-4
Location: Beijing/Shanghai
Group Introduction:
The Intelligent Cloud and Edge team at Microsoft Research Asia is dedicated to investigating critical system issues within AI-oriented cloud infrastructure. The group’s current research areas cover optimization for new acceleration hardware, AI and high-performance computing and compilation frameworks, as well as support for large-scale cloud computing workloads.
We welcome students who are interested in systems research to join us and conduct research in the following areas:
- Deep learning computation and compilation frameworks
- Programming and compilation for novel deep learning accelerators
- Low-precision algorithm and system design
- Training and inference systems for large-scale deep learning
- Distributed frameworks and algorithms for deep learning
Job Responsibilities:
Interns will engage in research projects in various ways, including but not limited to:
- Independently defining and completing a new research topic
- Collaborating with researchers and other interns to complete a research topic
- Designing and implementing system code
- Understanding and improving existing system code
- Completing research and summarizing it into academic papers
Qualifications:
- Educational background: Undergraduate, Master’s, or PhD students in CS, EE, Mathematics, or related fields
- System knowledge: Operating systems, distributed systems, programming languages, storage systems, databases, hardware, etc.
- Programming skills: Strong C/C++, Python programming skills, etc.
- Good communication and teamwork skills
- Bonus points: Familiarity with deep learning compilers, deep learning frameworks, hardware accelerators, and heterogeneous hardware programming such as GPU from your academic advisor.
Internship Duration Requirements:
Must obtain permission from your academic advisor and commit to at least three months of internship.
Please be sure to download and complete the application form (Application form link: https://aka.ms/InternApplication ) and send it along with a complete English and Chinese resume (in PDF/Word format) to: MSRAih@microsoft.com. Please include «Research Intern for Intelligent Cloud and Edge Group» in the email subject line.
岗位名称:智能云端系统组研究实习生
工作性质:全职实习生
招聘人数:2-4人
工作地点:北京
组别简介:
微软亚洲研究院智能云端系统组(Intelligent Cloud and Edge)致力于研究面向人工智能的云端基础架构中的关键系统问题。小组目前研究领域涵盖新型加速硬件的优化、人工智能和高性能计算和编译框架、大规模新型云端计算负载的支持等。
我们欢迎任何对系统研究感兴趣的同学和我们一起工作,围绕下面的相关研究方向开展研究工作:
- 深度学习计算和编译框架
- 新型深度学习加速硬件的编程与编译
- 低精度算法与系统设计
- 大规模深度学习的训练和推理系统
- 深度学习分布式框架与算法等
工作职责:
实习生将以多种方式参与到研究项目中来,包括但不限于:
- 独立的定义和完成一个新的研究课题
- 与研究员和其他实习生合作完成一个研究课题
- 设计和实现系统代码
- 对已有的系统代码进行理解和改进
- 完成研究并总结成科研论文
任职要求:
- 教育背景:CS, EE, Mathematics 以及相关背景的在读本科、硕士和博士研究生
- 系统知识基础:操作系统、分布式系统、编程语言、存储系统、数据库、硬件等
- 编程能力:扎实的C/C++, Python编程能力等
- 良好的沟通和团队合作能力
- 加分项:熟悉深度学习编译器、深度学习框架、硬件加速器、GPU等异构硬件编程
工作时间要求:
能获得导师许可并保证至少三个月的实习。
请务必下载并填写申请表(申请表链接:https://aka.ms/InternApplication )并将其与完整的中英文简历(PDF/Word形式)一同发送至:MSRAih@microsoft.com,邮件标题中注明:智能云端系统组研究实习生。