Position Title: Research Intern for ML group in Time Series Direction
Job Type: Full-time Intern
Number of Openings: 2-4
Location: Beijing/Shanghai
Group Introduction:
The Machine Learning Group at Microsoft Research Asia drives the frontier of machine learning across theory, algorithms, and applications. Our interests span deep learning, reinforcement learning, graph learning, pre-training, learning theory, and more. We also actively explore how AI can create value in industry, empowering traditional sectors.
Job Responsibilities:
- Conduct research and drive innovation in advanced time series algorithms and models, including foundational time series models and generative time series models;
- Explore the integration of large models with time series data, including multi-modal data, LLMs, agents, and reasoning capabilities;
- Investigate the application of time series methods in domains such as healthcare and finance through academic and experimental research;
- Publish high-quality research papers, open-source core algorithms, and contribute to advancing the academic frontier of time series research.
Qualifications:
- Strong foundation in mathematics, with solid knowledge of machine learning and deep learning;
- Proficient programming skills with the ability to implement and train models independently;
- Prior research experience and publications in top-tier conferences are highly preferred.
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 & chanx@microsoft.com. Please include “Research Intern for ML group in Time Series Direction” in the email subject line.
岗位名称:机器学习组大模型+时间序列研究实习生
工作性质:全职实习生
招聘人数:2-4人
工作地点:北京/上海
组别简介:
微软亚洲研究院机器学习组从理论、算法、应用等不同层面推动机器学习的前沿。我们的研究兴趣包含:深度学习、强化学习、图学习、预训练、学习理论等。同时,我们也在积极探索人工智能在产业应用中的价值,从而为传统工业赋能。
工作职责:
- 负责先进时间序列算法与模型的研究与创新,包括时序基础大模型、生成式时间序列模型等方向;
- 探索大模型在时间序列领域的应用,包括与多模态数据、LLM、智能体、推理能力等的结合;
- 推动相关算法在医疗健康、金融等实际场景中的科研落地与应用探索;
- 撰写高质量科研论文,开源核心算法,持续引领时间序列方向的学术前沿。
任职要求:
- 拥有扎实的数学基础,具备良好的机器学习与深度学习理论功底;
- 具备较强的编程能力,能够独立完成模型的实现与训练;
- 有相关研究经验及顶级学术会议论文发表者优先。
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 & chanx@microsoft.com,邮件标题中注明:机器学习组大模型+时间序列研究实习生。
了解更多“明日之星实习生计划”,请访问:微软亚洲研究院“明日之星”实习生项目 – Microsoft Research