Research Associate
il y a 2 jours
**About the SnT...**
The University of Luxembourg is seeking to hire a highly motivated and an outstanding researcher in the area of optimization performance of interference-limited wireless communication systems for its Interdisciplinary Centre of Security and Trust (SnT), within the Signal Processing and Communications (SigCom) research group, led by Prof. Björn Ottersten and Dr. 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...**
- Developing novel ML-based solutions able to provide a good performance-complexity trade-off for the identified scenarios and use cases.
- Compare with conventional non-ML solutions and verify the benefits provided by ML in terms of trade-off between complexity and performance.
- Implementing and developing a software and/or hardware testing environment to compare and evaluate the proposed techniques.
- Disseminating results through scientific publications and conferences
- Contribute to the different research projects, either coordinating technical contribution 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.
- Experience with machine learning is mandatory.
- Experience with ML frameworks (Tensorflow, Keras, or similar)
- Experience with a number of optimization tools (alternatives to ML).
- Good understanding of the different ML architectures and suitability depending on the considered scenario.
- Background on Satellite Communications is a plus.
- Experience with FPGA/GPU hardware implementation (HLS, VHDL, C++, Vivado) is a plus.
- Experience with ML-chipsets is a plus
- International experience is desirable.
- 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 and Python / TensorFlow. JULIA and C++ are desirable but not mandatory.
- Experience of working with industrial projects 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
Find out more about us
**In Short...**
- Contract Type: Contrat à durée déterminée 24 Mois (which may be extended up to five years)
- Work Hours: Full Time 40.0 Heures par Semaine
- Location: Kirchberg
- Job Reference: UOL05412
The yearly gross salary for every Postdoctoral Researcher at the UL is EUR 77167 full time
**How to apply...**
Applications should include:
- Curriculum Vitae, including:
- Contact address
- For each degree received or currently enrolled in, provide the degree, institution name, institution city and country, and start date and date (or expected date) of graduation. Include the title and short summary of your PhD Thesis and supervisor name (and Bachelor / Master Thesis if you did one)
- If you do not have yet received your PhD but will do soon, please include a tentative graduation date
- List of publications (authors, title, journal/conference name and date of publication). Provide a link in case of open access
- Name, affiliation, and contact details of three referees
All qualified individuals are encouraged to apply.
The University of Luxembourg embraces inclusion and diversity as key values. We are fully committed to removing any discriminatory barrier related to gender, and not only, in recruitment and career progression of our staff.
**About the University of Luxembourg...** University of Luxembourg** is an **international research** university with a distinctly **multilingual** and **interdisciplinary** character. The University was founded in 2003 and counts more than 6,700 students and more than 2,000 employees from around the world. The University’s faculties and interdisciplinary centres focus on research in the areas of Computer Science and ICT Security, Materials Science, European and International Law, Finance and Financial Innovation, Education, Conte
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