Research Intern for System Group (Shanghai)

发布日期: 2024年7月20日

Number of Openings: 2-4

Location: Shanghai

Group Introduction:

The System Group (Shanghai) at Microsoft Research Asia is dedicated to developing efficient and effective systems for large foundational models such as LLMs and LMMs, as well as systems built upon them like AI Agents and Copilots. Our research is featured at top-tier conferences such as OSDI, SOSP, EuroSys, ATC, CVPR, ICCV, NeurIPS, etc. Our current research interests are centered on system-algorithm co-innovations in areas such as:

  • Efficient inference systems for large language models and vision models, particularly for the long-context scenarios
  • Deep learning compiling frameworks and efficient kernel generation for a variety of computing devices.
  • Systems and algorithms for AI Agents, encompassing both efficient serving and scheduling systems, and effective learning algorithms.

Job Responsibilities:

  1. Engage in top-tier research and development of algorithms and systems to push the boundaries of AI.
  2. Evaluate and pinpoint the primary challenges of current AI systems, and propose viable solutions.
  3. Design and execute solutions to address real-world issues and enhance performance.

Qualifications:

  1. Bachelor’s, Master’s, or PhD in Computer Science, Software Engineering, Electronic Engineering, or other related fields.
  2. Solid foundation in data structures and algorithms.
  3. Excellent programming skills or relevant project experience.
  4. Quick learning ability.
  5. Proficiency in using English as a working language.
  6. Strong communication skills and team collaboration spirit.
  7. Written consent 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: [email protected] & [email protected] . Please include “Research Intern for System Group (Shanghai)” in the email subject line.

 

 

岗位名称：系统组（上海）研究实习生

工作性质：全职实习生

招聘人数：2-4

工作地点：上海

组别简介：

系统组（上海）致力于为大型基础模型（如LLMs和LMMs）以及基于它们的应用（如AI代理和Copilots）开发高效和有效的系统。我们的研究成果多次发表在OSDI, SOSP, EuroSys, ATC, CVPR, ICCV, NeurIPS等国际顶级会议上。我们当前的研究兴趣集中在以下领域的系统-算法共创：

  • 针对大型语言和视觉模型的高效推理系统，特别是针对长上下文场景。
  • 深度学习编译框架和为各种计算设备生成高效内核。
  • AI Agents的系统和算法，包括高效的服务和调度系统，以及有效的学习算法。

工作职责：

  1. 参与顶级的算法和系统的研究和开发，以推动人工智能的边界。
  2. 评估和确定当前AI系统的主要挑战，并提出可行的解决方案。
  3. 设计和执行解决方案以解决实际问题和提高性能。

任职要求：

  1. 计算机科学、软件工程、电子工程或其它相关专业（本科/硕士/博士）
  2. 扎实的数据结构/算法基础
  3. 具有优秀的编程能力或相关的项目经验
  4. 快速学习能力
  5. 可以熟练使用英文作为工作语言
  6. 具有良好的沟通能力和团队协作精神
  7. 能得到导师的书面同意

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： [email protected] & [email protected]，邮件标题中注明：系统组（上海）研究实习生。