Research Associate (Postdoc) in Machine Learning for Dynamic 6G Networks Optimization
Université du Luxembourg
- Kirchberg, Luxembourg
- 83 099 €/an
- Contrat
- Temps-plein
- Integrate with the SIGCOM research group and contribute to the SIGCOM on-going research projects
- Identify and shortlist potential applications from the 6G networks (possibly including non-terrestrial networks) that can benefit either from any form of learning solutions
- Learn and apply spiking neural networks and compare with conventional approaches
- Design and develop the machine learning algorithms able to provide a good performance-complexity trade-off for the identified scenarios and use cases
- Implement a synthetic data generator to be used for testing the developed algorithms
- Evaluate via numerical simulations the developed techniques and compare with state-of-the-art
- Disseminating results through scientific publications and conferences
- Preparing new research proposals to attract new projects
- Providing assistance in the supervision of PhD students
- A PhD degree in Telecommunication Engineering, or Electrical Engineering or Computer Science/engineering with a focus on artificial intelligence
- Experience with 5G/6G communication systems is mandatory
- Experience with non-terrestrial networks (NTNs) is considered a plus but it is not required
- Good knowledge of the recent trends in machine learning design
- International experience is desirable
- Sound publication track record in relevant international conferences and top journals (at least one IEEE Transaction publication is mandatory)
- Strong programming skills in Python, MATLAB and LaTeX. Other languages such as Lava, Julia, 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
- 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
- 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
- Cover letter with motivations and topics of particular interest to the candidate (approx. 1 page)
- Contract Type: Fixed Term Contract 24 Month (which may be extended up to 60 months in total)
- Work Hours: Full Time 40.0 Hours per Week
- Location: Kirchberg
- Internal Title: Postdoctoral researcher
- Job Reference: UOL06036