Research Associate
Il y a 6 mois
The University of Luxembourg is seeking to hire a highly motivated and outstanding researcher in the area of machine learning optimization for physical layer applied to satellite communications in its Interdisciplinary Centre of Security and Trust (SnT), within the Signal Processing and Communications (SigCom) research group, led by Prof. Symeon Chatzinotas.
We’re looking for people driven by excellence, excited about innovation, and looking to make a difference. If this sounds like you, you’ve come to the right place
**Your Role...**:
This is a fully funded postdoc position for 2 years within an ESA project (TANNDEM-Demodulator based on Artificial Neural Network). Therefore, the objectives of the postdoc are defined in accordance with the TANNDEM directions toward reducing complexity and resources in the receiver, as well as increasing the performance for integrating satellites on 5G networks. More precisely, the work aims at designing artificial neural networks for different functionalities in the physical layer.
- Design machine learning models to reduce the computational complexity and power consumption of several physical layer processing blocks of the receiver, such as decoding, channel estimation, and demodulation
- Ensure the ML models reduce the complexity while maintaining satisfactory performance in terms of throughput and bit-error-rate
- Identify the most suitable metrics to evaluate the machine learning models considering the system performance
- Implementing and developing a software and/or hardware testing environment to compare and evaluate the proposed techniques and architectures
- Disseminating results through scientific publications and conferences
- Contribute to the different research projects, either coordinating technical contributions and/or preparing project deliverables
- Preparing new research proposals to attract industrial, national, and European projects
- Eventually providing assistance in the supervision of PhD students
**Your Profile...**:
- A PhD degree in Telecommunication Engineering, or Electrical Engineering or Computer Science/engineering with a focus on wireless communications and AI/ML tools and methods
- Experience in signal processing for wireless communications algorithms. Especially strong knowledge of the physical layer (tasks such as decoding, demodulation, and estimation)
- Background in optimization theory
- Experience using machine learning to solve/improve physical layer processing tasks, especially decoding
- Practical experience in using FPGA accelerators such as Versal to train/evaluate AI/ML models
- Sound publication track record in relevant international conferences and top journals in the following research areas (at least one IEEE Transaction publication is mandatory)
- Strong programming skills in MATLAB, Python/TensorFlow/Sionna. Others, like C/C++, are a plus but not mandatory
- International experience is desirable
- Experience working with industrial or public-funded research projects is highly desirable
- Highly committed, excellent team worker, and strong critical thinking skills
- Excellent written and verbal communication skills in English
**Here’s what awaits you at SnT...**:
- **Exciting infrastructures and unique labs.** At SnT’s two campuses, our researchers can take a walk on the moon at the LunaLab, build a nanosatellite, or help make autonomous vehicles even better
- **The right place for IMPACT. **SnT researchers engage in demand-driven projects. Through our Partnership Programme, we work on projects with more than 55 industry partners
- **Be** part of a multicultural family**. At SnT we have more than 60 nationalities. Throughout the year, we organise team-building events, networking activities and more
-
Research Associate
Il y a 7 mois
Luxembourg Université du Luxembourg Temps pleinSnT is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent. We’re looking for people...
-
Research Associate
Il y a 7 mois
Luxembourg University of Luxembourg Temps plein**About the SnT...** SnT is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent. We’re...
-
Research Associate
Il y a 6 mois
Luxembourg University of Luxembourg Temps plein**About the SnT...** SnT** **is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified...
-
Postdoctoral Research Associate in Regulatory
il y a 1 mois
Luxembourg Université du Luxembourg Temps pleinThe University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The Interdisciplinary Centre for Security, Reliability and Trust (SnT) at the University of Luxembourg is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We...
-
(Associate) Education Economist
Il y a 6 mois
Luxembourg European Investment Bank Temps plein**This position is based at our Luxembourg headquarters and requires regular office presence. **The EIB offers you the opportunity to live and work in a truly international and multi-cultural environment. We also offer relocation support. The **EIB**, the European Union's bank, is seeking to recruit for its Projects Directorate (PJ) - Innovation &...
-
Associate
Il y a 6 mois
Luxembourg Robert Half Luxembourg Temps pleinFor our client, Robert Half is looking for an Associate to grow the client's European team. For our client, Robert Half is looking for an Associate to grow the client's European team. Our client is a private, global organization whose unique ecosystem includes philanthropic and investment activities with the shared goal to create value for society. Through...
-
Research Associate in Optical-wireless
Il y a 6 mois
Luxembourg Université du Luxembourg Temps plein**SnT** is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent. We’re looking for...
-
Research Associate in Optical Communication
Il y a 6 mois
Luxembourg Université du Luxembourg Temps plein**SnT** is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent. We’re looking for...
-
Research Associate in Optical Communication
Il y a 6 mois
Luxembourg University of Luxembourg Temps plein**About the SnT...** SnT** is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified...
-
Research Associate in Optical-wireless
Il y a 6 mois
Luxembourg University of Luxembourg Temps plein**About the SnT...** SnT** is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified...
-
Research Associate in Embedded Systems
Il y a 6 mois
Luxembourg Université du Luxembourg Temps pleinWe’re looking for people driven by excellence, excited about innovation, and looking to make a difference. If this sounds like you, you’ve come to the right place! **Your Role...**: - Research on Embedded Systems and Artificial Intelligence for: - MIMO communications with LTE, NR, 5G and beyond. - Next generation MIMO satellite communications. -...
-
Research Associate in Embedded Systems
Il y a 6 mois
Luxembourg University of Luxembourg Temps plein**About the SnT...** We’re looking for people driven by excellence, excited about innovation, and looking to make a difference. If this sounds like you, you’ve come to the right place! **Your Role...** - Research on Embedded Systems and Artificial Intelligence for: - MIMO communications with LTE, NR, 5G and beyond. - Next generation MIMO satellite...
-
Research Associates
Il y a 6 mois
Luxembourg Université du Luxembourg Temps plein**SnT** is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent. We’re looking for...
-
Research Associate in Socio-technical Cybersecurity
il y a 2 semaines
Luxembourg Université du Luxembourg Temps pleinThe University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The Interdisciplinary Centre for Security, Reliability and Trust (SnT) at the University of Luxembourg is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We...
-
Research Associate in Secure Object Authentication
il y a 2 semaines
Luxembourg Université du Luxembourg Temps pleinThe University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The Interdisciplinary Centre for Security, Reliability and Trust (SnT) at the University of Luxembourg is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We...
-
Research Associate
Il y a 7 mois
Luxembourg Université du Luxembourg Temps plein**SnT** is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified talent. We’re looking for...
-
Research Associate
Il y a 7 mois
Luxembourg University of Luxembourg Temps plein**About the SnT...** SnT** is a leading **international research and innovation centre** in secure, reliable and trustworthy ICT systems and services. We play an instrumental role in Luxembourg by fueling innovation through research partnerships with industry, boosting R&D investments leading to economic growth, and attracting highly qualified...
-
Tax Associate
Il y a 2 mois
Luxembourg GSK Stockmann Temps plein**Jobbeschreibung**: Tax Associate (M/F/d) Our team in Luxembourg is growing and we are therefore looking for a Tax Associate (M/F/d) **Your profile**: - up to 2 years of work experience as a juriste or qualified lawyer in the Luxembourg market dealing with tax law; - registered or in the course of being registered with the Luxembourg Bar or an equivalent...
-
Postdoctoral Fellow
Il y a 6 mois
Luxembourg Université du Luxembourg Temps pleinThe **Luxembourg Centre for Systems Biomedicine (LCSB)** is an interdisciplinary research centre of the University of Luxembourg. We conduct fundamental and translational research in the field of Systems Biology and Biomedicine - in the lab, in the clinic and _in silico_. We focus on neurodegeneration and are especially interested in Alzheimer’s and...
-
Research Associate
Il y a 2 mois
Luxembourg Université du Luxembourg Temps pleinThe University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character. The Interdisciplinary Centre for Security, Reliability and Trust (SnT) at the University of Luxembourg is a leading international research and innovation centre in secure, reliable and trustworthy ICT systems and services. We...
