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In the Geometric Learning and Differential Geometry Group (GLDG) within the Centre for Analysis, Scientific Computing and Applications (CASA), we are seeking a highly motivated researcher to join our team. As an Assistant Professor in Geometric AI, you will be part of a vibrant and dynamic research group focused on developing new theory and methods in geometric AI for automated medical and industrial image analysis.
Key Responsibilities- Develop high-performance implementations of geometric learning methods for modern hardware, connecting advanced scientific computing to applied and geometric analysis.
- Establish connections to industry through joint projects on geometric learning and image processing, while investing in in-house implementations to keep our research relevant for industry.
- Target and steer the direction of the theory by available hardware and performance, developing advanced geometrical, topological theory and algorithms.
- Be active in funding acquisition and set up a clear, personal, and visible research line that fits the overall activities and strategy in the GLDG group and CASA cluster.
- Open the black box of deep learning via geometric interpretability and explainable AI, designing new equivariant PDE-based neural networks and pursuing a research direction in explainable and transferable geometric AI.
- Connect to the GLDG group, the CASA cluster, and the M&CS department at TU/e, and act in cross-divisional institutes such as EAISI to guarantee a vibrant, well-embedded and well-funded research group with better network design and image analysis applications.
- Motivated researcher with a PhD in Applied Mathematics, Data Science, Electrical Engineering or Computational Physics, or a related field, with both an applied computational and a geometric interest.
- Strong knowledge of state-of-the-art computational methods in both geometric learning, differential geometry and geometric image processing.
- Excellent programming and software engineering skills for developing CPU code, GPU code and other modern parallel hardware.
- Ability to conduct high-quality academic research, reflected in demonstratable outputs.
- Ability to teach, demonstrated by experience or assistance in teaching, with an informed vision on teaching and learning within your own discipline.
- Strong cooperation skills and ability to work in an interdisciplinary team.
- Effective communication and leadership skills, including coaching and mentoring of students and staff, leading a project or chairing a group.
- Excellent (written and verbal) proficiency in English.
We offer a meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer:
- An 18-month contract as Assistant Professor which can become permanent after 12 months on the same employment level upon successful evaluation.
- The opportunity to focus your career on education, research or impact, developing your personal ambitions and objectives within the strategic objectives of the university.
- Salary in accordance with the Collective Labour Agreement for Dutch Universities, scale 11 (min. €4492, max. €6148 gross per month).
- A year-end bonus of 8.3% and annual vacation pay of 8%.
- A dedicated mentoring program to help you get to know the university and the Dutch (research) environment.
- High-quality training programs for academic leadership and teaching.
- An excellent technical infrastructure, on-campus children's day care and sports facilities.
- Partially paid parental leave and an allowance for commuting, working from home and internet costs.
- A Staff Immigration Team is available for international candidates, as are a tax compensation scheme (the 30% facility) and partner career support.
