Job Summary Table of Machine Learning Postdoc for 5G/6G

Job Description Summary

The University of Luxembourg is seeking a highly motivated and outstanding researcher for a postdoctoral position in machine learning optimization for the physical layer applied to satellite communications. This exciting opportunity is within the Interdisciplinary Centre of Security and Trust (SnT), specifically in the Signal Processing and Communications (SigCom) research group led by Prof. Symeon Chatzinotas.

Responsibilities

• Optimize 5G New Radio (NR) with waveform based on orthogonal frequency-division multiplexing (OFDM) for satellite communication applications
• Design machine learning models to reduce computational complexity and power consumption of physical layer processing blocks
• Ensure ML models maintain satisfactory performance in terms of throughput and bit-error-rate
• Identify suitable metrics to evaluate machine learning models considering system performance
• Implement and develop software and/or hardware testing environments
• Disseminate results through scientific publications and conferences
• Contribute to research projects and prepare project deliverables
• Prepare new research proposals for industrial, national, and European projects
• Provide assistance in supervising PhD students

Benefits and Perks

• 🏫 Access to exciting infrastructures and unique labs, including the LunaLab and nanosatellite facilities
• 🌐 Opportunity to work on demand-driven projects with over 55 industry partners
• 🌍 Be part of a multicultural family with more than 60 nationalities
• 🎉 Participate in team-building events and networking activities throughout the year

Company Overview

The University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. Founded in 2003, it now counts more than 6,700 students and 2,000 employees from around the world. The university focuses on research in areas such as Computer Science, ICT Security, Materials Science, European and International Law, Finance, Education, and Contemporary and Digital History.

Company Culture

At the University of Luxembourg, we embrace inclusion and diversity as key values. We are fully committed to removing any discriminatory barriers related to gender and other factors in recruitment and career progression. Our multicultural environment fosters collaboration and innovation, with a strong emphasis on interdisciplinary research and industry partnerships.

Career Growth Opportunities

As a postdoctoral researcher at the University of Luxembourg, you will have the opportunity to:

• Collaborate with leading researchers in the field of machine learning and wireless communications
• Contribute to cutting-edge projects funded by national and international organizations
• Develop your research skills and expand your publication record
• Build a strong network within academia and industry
• Potentially transition to more senior research roles or faculty positions

Diversity, Equity, Inclusion, and Belonging

The University of Luxembourg is committed to creating an inclusive and diverse work environment. We welcome applications from all qualified individuals, regardless of their background, and actively work to ensure equal opportunities for all our employees.

Equal Opportunity Statement

The University of Luxembourg is an equal opportunity employer. We do not discriminate on the basis of race, color, religion, gender, sexual orientation, national origin, age, disability, or any other protected characteristic.

Remote Work Policy

This position is based on-site at the Kirchberg campus. However, the university supports flexible working arrangements when possible, depending on the nature of the research and project requirements.

Application Process

1. Review the job requirements and ensure you meet the qualifications
2. Prepare your application documents, including CV, cover letter, and references
3. Submit your application online through the University of Luxembourg’s recruitment portal
4. If shortlisted, participate in interviews and potentially give a research presentation
5. Receive a decision on your application

Application Deadline

Early application is highly encouraged, as applications will be processed upon reception. Please apply formally through the HR system. Applications by email will not be considered.

How to Apply

To apply for this position, please visit the University of Luxembourg Recruitment Portal and submit your application online. Ensure you include all required documents, such as your CV, cover letter, and references.

Social Media Links

• University of Luxembourg LinkedIn
• University of Luxembourg Twitter
• University of Luxembourg Facebook

FAQs or Additional Information

Q: Is this position open to international applicants?

A: Yes, the University of Luxembourg welcomes applications from candidates worldwide.

Q: What is the duration of the contract?

A: This is a fixed-term contract for 24 months, with the possibility of extension up to five years.

Q: Are there language requirements for this position?

A: Excellent written and verbal communication skills in English are required. Knowledge of other languages is a plus but not mandatory.

Q: What is the research focus of the SigCom group?

A: The SigCom research group focuses on signal processing for wireless communication systems, including satellite and 5G/6G communications.

This exciting postdoctoral opportunity at the University of Luxembourg offers a unique chance to work at the forefront of machine learning optimization for 5G/6G physical layer applications. As a Research Associate in this role, you’ll be part of a dynamic, international team pushing the boundaries of wireless communications technology.

Your work will directly contribute to the TANNDEM-Demodulator project, funded by the European Space Agency (ESA), which aims to reduce complexity and resources in satellite receivers while improving performance for integrating satellites into 5G networks. This position is ideal for candidates with a strong background in telecommunication engineering, machine learning, and FPGA acceleration.

Join us at the University of Luxembourg’s Interdisciplinary Centre of Security and Trust (SnT) and help shape the future of satellite communications. With access to state-of-the-art facilities, collaboration opportunities with industry partners, and a supportive multicultural environment, this role offers an excellent platform for career growth and impactful research.

Don’t miss this opportunity to be at the cutting edge of 5G/6G technology development. Apply now and become part of our innovative research team!

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