Researcher in machine learning for physical layer communication
Chalmers Tekniska Högskola AB / Högskolejobb / Göteborg
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hela Sverige Visa alla jobb hos Chalmers Tekniska Högskola AB i Göteborg Chalmers University of Technology is coordinating a project Optical Interconnects for Harsh Computing Environments, a 5-year project funded by the Swedish Foundation for Strategic Research. We have a position for a 1-year researcher to the project. This position is a great opportunity for you to apply your scientific and technical skills as part of a multidisciplinary team of leading researchers at the interface of applications and science in with great importance for industry and society.
We provide an intellectually stimulating, but also flexible and family-friendly environment. You will have great freedom regarding when, where, and how you will work. Our group is diverse and social, with members from many countries and backgrounds. We have an emphasis on collaboration and mutual support. The research activities you will be part of may have a high impact on both academia and industry.
Project description
You will be part of the Communication Systems Group at the Department of Electrical Engineering, which is known for its contributions to wireless and optical communication systems. The group has about 50 members from all over the world. The working language at Chalmers in English. Your role in the project is to lead the research activities on machine learning to adapt communication to the time-varying harsh environment (e.g., extreme temperature variations). For this you will work closely with researchers from embedded system and hardware design as well the researchers working the optical systems. There exist also opportunity to interact with the industry-partners involved in the project.
Major responsibilities
In this project, you will lead and perform cutting-edge research on machine learning for physical layer communication in time-varying and harsh environments. You are expected to publish high-quality high-impact papers, work with PhD students and other senior researchers in the team. In particular, you are expected to process experimental data and support experiment design, in order to validate your research. You will also gain knowledge in proposal writing and there are opportunities for teaching.
Qualifications
• PhD in electrical engineering or computer science
• Proven experience using machine learning platforms (e.g. PyTorch, Tensorflow)
• Ability to work in inter-disciplinary teams and to coordinate research activities
• Publications in IEEE Transactions or similar
• Good programming skills (Python)
• Excellent English skills (written and oral)
It is positive if you have the ability to supervise PhD students and attract funding, if you have experience in optical communications, and strong mathematical knowledge in signal processing, statistics, photonics, or communications.
Contract terms
This position is a full-time temporary employment for a maximum of 360 days. You will receive a competitive salary with social benefits and pension.
We offer
Chalmers offers a cultivating and inspiring working environment in the coastal city of Gothenburg.
Read more about working at Chalmers and our benefits for employees.
Chalmers aims to actively improve our gender balance. We work broadly with equality projects, for example the GENIE Initiative on gender equality for excellence. Equality and diversity are substantial foundations in all activities at Chalmers.
Application procedure
The application should be marked with Ref 20230478 and written in English. The application should be sent electronically and be attached as PDF-files, as below. Maximum size for each file is 40 MB. Please note that the system does not support Zip files.
CV: (Please name the document as: CV, Surname, Ref. number) including:
• CV, include complete list of publications
• Previous teaching and pedagogical experiences
• Two references that we can contact.
Personal letter: (Please name the document as: Personal letter, Family name, Ref. number)
1-3 pages where you:
• Introduce yourself
• Describe your previous research fields and main research results
• Describe your future goals and future research focus
Other documents:
• Attested copies of completed education, grades and other certificates.
Use the button at the foot of the page to reach the application form.
Application deadline: 15 September, 2023
For questions, please contact:
Henk Wymeersch, Electrical Engineering Department
henkw@chalmers.se• ** Chalmers declines to consider all offers of further announcement publishing or other types of support for the recruiting process in connection with this position. ***
Chalmers University of Technology conducts research and education in engineering sciences, architecture, technology-related mathematical sciences, natural and nautical sciences, working in close collaboration with industry and society. The strategy for scientific excellence focuses on our six Areas of Advance; Energy, Health Engineering, Information and Communication Technology, Materials Science, Production and Transport. The aim is to make an active contribution to a sustainable future using the basic sciences as a foundation and innovation and entrepreneurship as the central driving forces. Chalmers has around 11,000 students and 3,000 employees. New knowledge and improved technology have characterised Chalmers since its foundation in 1829, completely in accordance with the will of William Chalmers and his motto: Avancez!
Ersättning enligt kollektivavtal
Så ansöker du Sista dag att ansöka är 2023-09-15
Klicka på denna länk för att göra din ansökan Omfattning Detta är ett heltidsjobb.
Arbetsgivare Chalmers Tekniska Högskola AB (org.nr 556479-5598)
Jobbnummer 8042294
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