Scientist Action Recognition

vor 3 Monaten

Zürich ZH, Schweiz Microsoft Vollzeit

The **Microsoft Spatial AI Lab in Zurich**, Switzerland, is a research and development team building the future of spatial computing. We are looking for computer vision and machine learning scientists who share our passion for developing innovative technology that can be deployed to the cloud and utilized by millions of users. We are based near ETH Zurich, the top technical school in continental Europe, enabling close collaboration in multiple areas.

You will conduct research at the intersection of computer vision, machine learning/AI, robotics and cloud computing. This research will help humans and robotic agents to understand the environment, recognize objects, and perform tasks.

This opportunity will allow you to grow your expertise in Spatial AI, learn more about cloud computing and supervise interns or be involved in joint research projects with ETH.

Microsoft’s mission is to empower every person and every organization on the planet to achieve more. As employees we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals. Each day we build on our values of respect, integrity, and accountability to create a culture of inclusion where everyone can thrive at work and beyond.

**Responsibilities**: Works within a team to achieve goals and objectives across services, including understanding user requirements, design, and coding.

Brings the State of the Art to Products - collaborates in an interdisciplinary team to bridge the gap between research and development.Grows expertise in one or more subareas of research.Develops a deep understanding of tools, technologies and methods that can be utilized to deploy product-grade, robust and efficient code in the cloud.
- Grows our relationships with the research community. May contribute to publications, workshops, or the supervision of interns & PhD/MS students.

**Qualifications**:
**Required Qualification(s)**:
PhD in Computer Vision, or AI/Machine Learning or similar professional experience.

Demonstrated coding, debugging, and engineering skills in programming languages such as C++ (esp. C++14 and newer) or Python.Hands-on experience with deep learning and/or computer vision methods.Self-motivated team-player, problem solver, and keen to learn.
- Ability to present complex technical concepts to a diverse audience.

**Preferred Qualifications**:
Ego-centric video understanding, and action and activity recognition in video.

Human motion analysis, skeletal action recognition.Experience with spatio-temporal feature extraction techniques.Experience with deep learning models like transformers and attention mechanisms for sequence modeling.Familiarity with object detection and semantic segmentation in computer vision.
- Publication record at top-tier conferences and journals (e.g., CVPR, ECCV, ICCV, NeurIPS, ICLR, CoRL).

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