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Arbetsbeskrivning
Information about the department and the project
The Department of Mathematical Sciences at Chalmers University of Technology and the University of Gothenburg has about 200 employees and is one of the largest departments of mathematical sciences in the Nordic countries. The department consists of three divisions: Division of Algebra and Geometry, Division of Analysis and Probability, and Division of Applied Mathematics and Statistics.
We contribute in a significant way to society by extensive research and education. The environment is supportive, stimulating, and international, and with a continuous flow of international guests. More information about us is available on the website: https://www.chalmers.se/en/departments/math/Pages/default.aspx
The expansion of Artificial Intelligence (AI), in the broad sense, is one of the most exciting developments of the 21st century. This progress opens many possibilities but also poses some grand challenges. The center "Wallenberg AI, Autonomous Systems and Software Program" (WASP) has launched a program to develop the mathematical side of this area. The aim is to promote the competence of Sweden as a nation within the area of AI. The WASP program has given us the possibility of recruiting an Assistant Professor to strengthen our research in the mathematics of AI.
The position has a strong focus on research. It also comes with an attractive package which includes funding for hiring two postdocs and a doctoral student as well as for travelling.
Specific subject description
We seek to hire a tenure track Assistant Professor to work with research within the frame of the national effort on AI, with emphasis on the increasing and significant connection between machine learning and well-developed mathematical theories such as geometry, group theory and representation theory. This is encompassed by the umbrella term geometric deep learning. Interest in exploring connections between machine learning and other related areas that are studied at the department is meritorious.
You will be working in a dynamical and rapidly growing research environment centering around mathematical aspects of AI. The research area "Artificial Intelligence at Mathematical Sciences" (AI@MS) is now one of the largest focus areas at the department, including several PhD students within WASP-AI. You will be part of the newly formed research group on Geometric Deep Learning, which is a rapidly growing field that explores the mathematical structures of deep learning from a geometric point of view. The collected mathematical expertise at the Department of Mathematical Sciences is essential for the research environment related to geometric deep learning. A sample of other AI-related research projects includes sensitivity analysis for neural networks, machine learning and stochastic PDEs, and shape learning. From a mathematical standpoint, the research in geometric deep learning is also connected to other areas at the department, including analysis, complex geometry, group theory, representation theory, and optimization, leading to ample opportunities for cross-fertilizations. Therefore, you will have excellent opportunities to develop your mathematical research in many different directions.
Major responsibilities
The work tasks mainly consist of research in mathematics as well as supervision of the postdocs and doctoral student associated with the position. You will be encouraged to formulate your own research program within the indicated research field, as well as the research projects of the postdoc and the doctoral student. Experience in international research collaborations is meritorious.
The duties also include teaching, and possibly outreach activities, up to a total of 20%. You should display initiative in seeking challenges and opportunities for developing yourself. Many of your duties will be carried out together with others, so you must have good collaboration skills. If you have no courses in university teacher’s training you are supposed to take such courses within two years from the start of the employment.
Contract terms
The appointment as Assistant Professor is a four-year, entry-level, faculty position with tenure track, whereby you will acquire both pedagogical and research qualifications. An Assistant Professor is expected to improve their ability to formulate and solve scientific problems, to publish scientific articles, and to develop their skills in teaching and supervision, by means of both practical training and independent study. The aim is to achieve the level of Associate Professor within four years and, if successful, the employee will be offered a permanent faculty position at Chalmers.
Qualifications
The applicant need to have a doctoral degree (not older than 7 years prior to the application deadline**) in mathematics or some other relevant field and have a demonstrated ability to publish in highly ranked journals or conference proceedings relevant to the field and the specific subject description. Since we have a strong collaborative research culture we look for a candidate who can contribute to existing research focus as well as develop new areas. Demonstrated ability to create a national and international network within the subject area, for example through co-authoring, is also a requirement.
We conduct education on undergraduate and graduate levels, as well as in professional education. The candidate is expected to be involved in teaching. In the evaluation of the candidate, emphasis will be put on research qualifications, but pedagogical merits will also play an important role.
Read more and apply here
Application deadline: 3rd June, 2022
*** Chalmers declines to consider all offers of further announcement publishing or other types of support for the recruiting process in connection with this position. ***