MMLab@NTU has a very close collaboration with SenseTime Research.
Especially, SenseTime EIG Research pays particular attention to model deployment in real open world scenarios. Therefore, they have recently paid great attention to research related to generalized OOD detection and plan to recruit a group of full-time researchers to explore this direction with us. Below we post their recruitment notice in English and Chinese.
Please send questions or expressions of interest to wayne.zhang (at) sensetime.com
The Emerging Innovation Business Group (EIG), as the new engine of SenseTime's future business growth, focuses on transforming breakthroughs in artificial intelligence (AI) technology innovations into innovative business incubation. EIG has developed innovative AI technologies in multi-modal video understanding, visual inspection for smart manufacturing, remote sensing, and built business partnersihp with leading corporations in media, energy and remote sensing industries, etc.
- Formulate research problems from products and deliver research results that will be transferred into products
- Push state-of-the-art in deep learning for multi-modal video understanding, visual inspection for smart manufacturing, remote sensing
- Publish key research findings in top-tier conferences and journals
- Be a contributor of proprietary R&D toolboxes and open source projects
- PhD in STEM (AI related field is defintely a plus), with strong publication record
- Passionate about AI and self-driven to make an impact
- Capable to start a new research topic independently
- Have strong coding skills in Python (knowledge of ML/DL frameworks is a plus)
- Work with a team of highly experienced AI researchers and engineers
- Outstanding R&D environment including cutting-edge technologies and proprietary R&D toolboxes
- Personal development through research seminars, technical trainings and mentorship
- Huge computational resources including 1000+ pieces of GPUs
- Competitive package
- Possibility to cooperate with our joint university laboratories worldwide
笔者是在商汤新兴创新事业群（EIG）研究中心实习时开始接触“开放世界识别”领域。我们为了更好地解决具体业务问题，团队会将业务问题抽象成学术问题进行深挖和充分的研究。探索得到的思考，洞察，和新方法不仅形成了顶会论文，也直接在业务上进行落地。实习结束后，笔者也被EIG研究中心直推至MMLab进行深造，目前仍然和EIG研究中心保持紧密合作，共同在开放世界识别的领域探索新颖，有效，可落地的扎实工作。
EIG研究中心也荟聚了众多顶尖的人工智能技术人才，有若干名校博士，顶会论文作者，openmmlab开源项目主要贡献者。大家秉承着敢为人先的理念，致力于人工智能赋能百业，创新氛围浓厚。
目前团队正招募全职研究员（工作地点：香港），希望入职后能够：
- 从产品中抽象研究问题，并将研究成果转化到产品
- 推动前沿的深度学习的进展，课题包括：开放世界识别、视频OCR、文档关键信息提取、半监督检测、分割等，应用方向包括：多模态视频理解、智能制造视觉检测、遥感
- 在顶级会议和期刊上发表关键研究成果
- 成为内部研发工具箱和开源项目的贡献者
通常我们期望候选人是：
- STEM 博士，在所在的科研领域（不限于AI相关领域）有突出成果，能够独立进行新的研究课题，或者，本科以上学历，在AI领域发表过至少一篇一作论文或在知名的AI竞赛中获得过前五名的成绩。
- 对人工智能充满热情并有很强的自我驱动力
- 具有较强的 Python 编码能力（了解 ML/DL 框架者优先）
我们能够提供：
- 与研究和产业界丰富经验的研究员和工程师团队合作的宽松环境
- 卓越的研发环境，包括多年积累的领先技术和内部研发工具箱
- 论文研讨会、技术培训和个性化指导
- 海量的计算资源，有1000多个GPU的集群可供使用
- 有竞争力的package
- 可以与我们在全球的联合实验室合作，表现优异的同学有推荐读博的机会
请感兴趣的同学通过wayne.zhang (at) sensetime.com联系我们！期待与你的合作！