Job Description
Postdoctoral Researcher– Machine learning for Control of Reconfigurable RF Surfaces
Contract: Full Time/Fixed Term
Tyndall National Institute is a research flagship of University College Cork and an internationally recognised European research centre in integrated ICT (Information and Communications Technology) encompassing materials, devices, circuits and systems. As Ireland's largest Research and Technology Organisation (RTO), Tyndall works with global industry and academia to transform research into products in its core market areas of electronics, communications, energy, health, agri-tech and the environment. Tyndall is home to a research community of 600 people of over 50 nationalities.
The Wireless Communications Laboratory at Tyndall is seeking highly motivated candidates for the position of Post-Doctoral Researcher in the ARIES (Dynamic AI Control of Reconfigurable RF Smart Surfaces) project, which is funded by the SFI CONNECT research centre.
ARIES aims to develop and demonstrate AI-driven smart RF surface controllers to dynamically create RF structures that perform multiple RF functions, such as filters, resonators and transmit antennas, on a single smart surface. The surface would be adapted around real-time sensing of the environment using the Open RAN architecture and interfaces. The objective is to pave the way for the flexible and intelligent RF hardware needed for future 6G networks.
Tyndall's Wireless Communications Laboratory is based in the campus of Trinity College, Dublin. The post offers a superb opportunity for an ambitious individual to work collaboratively on exciting, cutting-edge science at the interface between academia and industry and across multiple teams.
Key Responsibilities
1. Use machine learning to create novel algorithms/approaches for the control of the RF smart surface switches.
2. Create EM simulation models of the RF surface using EM simulation software.
3. Integration of the developed smart surface controller with a 5G network simulator and testbed using O-RAN interfaces.
4. Work efficiently with other team members in the software, hardware and testing development.
5. Carry out administrative work to assist the program of research and ensure all project deliverables and milestones are achieved in a timely manner.
6. Participate in Education and Public Engagement activities, as required.
7. Contribute to the engagement on IP activities in partnership with the Office of Innovation.
8. Ensure all activities are compliant with the Tyndall Quality Management system.
9. Ensure all activities are compliant with the required Health and Safety standards.
10. Carry out any additional duties as may reasonably be required within the general scope and level of the post.
Essential Criteria
1. A PhD in Electrical and Electronic Engineering, Computer Science, or related area.
2. Experience in developing machine learning algorithms.
3. Experience in EM simulation, and design of RF antenna and devices.
4. A strong publication record.
5. Strong communication and relationship management skills.
Desirable Criteria
1. Evidence of entrepreneurial experience.
2. Evidence of creative skills/creativity.
3. Research experience in the application of AI in electromagnetics is highly desirable.
4. Skilled in mathematical modelling tools such as MATLAB, Python and/or Julia.
5. Demonstrated the ability to create proof-of-concept hardware and software to validate simulation results with real-world measurements.
6. Ability to work independently and initiate and drive discussions with different team members and stakeholders.
Tyndall National Institute has a proactive entrepreneurial culture and we welcome applications from candidates who possess entrepreneurial and creative skills/experience, including the creation of technology start-ups.
The duration of the project is approximately 24 months.
Appointment may be made on the Postdoctoral Researcher scale € 44,347 - € 50,805 per annum or Senior Postdoctoral Researcher Scale € 52,193 - € 56,765 per annum based on qualification and experience. Salary placement on appointment will be in accordance with public sector pay policy.
For any informal queries, please contact Dr Lester Ho.
Closing date of applications is 25th October 2024.
Application Instructions
Please make sure to attach an up to date CV/Resume AND a brief motivation letter outlining how you meet the 'Essential Criteria' for this role.
Please note that Garda vetting and/or an international police clearance check may form part of the selection process.
The University, at its discretion, may undertake to make an additional appointment(s) from this competition following the conclusion of the process.
Please note that an appointment to posts advertised will be dependent on University approval, together with the terms of the employment control framework for the higher education sector.
At this time, Tyndall National Institute does not require the assistance of recruitment agencies.
Tyndall National Institute at University College, Cork is an Equal Opportunities Employer.
#J-18808-Ljbffr