PostDoc in AI Development for Telecommunication Systems

The successful candidate will join the SIGCOM Research Group and contribute to AI-related projects at the intersection of advanced AI techniques - including Foundation Models/ Large Language Models, Generative AI, Federated and Decentralized Learning, Neurosymbolic and Hybrid AI, Self-Supervised and Few-Shot Learning - and their integration into wireless communications and edge computing systems. The position offers an exciting opportunity to engage in cutting-edge research that addresses both theoretical challenges and practical applications.

Key Responsibilities:

• Develop innovative methods and tools for adaptive, AI-driven embedded algorithms to support real-time analytics and decision-making in IoT, wireless communication, and remote sensing systems
• Collaborate with multidisciplinary teams in TelecomAI Lab to integrate AI models and tools into advanced telecommunication system architectures
• Support lab activities related to designing and optimizing AI implementations across various platforms, including embedded and edge computing environments (e.g., Jetson, Raspberry Pi, FPGA, neuromorphic chips)
• Publish results in top-tier journals and present at leading international conferences and workshops
• Contribute to research dissemination and outreach activities, including engagement with students and the broader public

Your profile

• A Ph.D. in Electrical/Computer Engineering, Computer Science, or a related discipline
• Proven research excellence with a solid track record of publications in relevant top-tier journals and conferences in applied AI
• Expertise in one or more of the following areas: Time-series data analytics, IoT and wireless communication, Goal-oriented semantic communication, Edge intelligence and resource optimization
• Strong command of machine learning with hands-on implementation experience: Deep Reinforcement Learning, DNNs/CNNs, Federated and Decentralized Learning (Split Learning, Swarm Learning, peer-to-peer FL), Fine-tuning FMs/LLMs for domain-specific applications, Generative AI (Signal/channel generation, simulation environments, semantic compression, etc.), Semantic-aware Models and Explainable AI
• Proficiency in Python and machine learning frameworks such as PyTorch
• Hand-on experience with Edge AI platforms such as neuromorphic brain kits, NVIDIA Jetson, FPGAs, Raspberry Pi, etc, is a plus
• Experience with industrial collaborations or public-funded research projects is highly desirable. International experience is also considered an asset
• Excellent teamwork, communication, and critical thinking skills
• Fluency in English (both written and spoken) is required

We offer

• Multilingual and international character. Modern institution with a personal atmosphere. Staff coming from 90 countries. Member of the "University of the Greater Region" (UniGR)
• A modern and dynamic university. High-quality equipment. Close ties to the business world and to the Luxembourg labour market. A unique urban site with excellent infrastructure
• A partner for society and industry. Cooperation with European institutions, innovative companies, the Financial Centre and with numerous non-academic partners such as ministries, local governments, associations, NGOs …

How to apply

Applications should include: Curriculum Vitae, Detailed academic background (degree, institution, country, dates), Title and summary of the Ph.D. thesis (include Bachelor/Master theses if applicable), Full list of publications (with links if open access), Cover letter, Your motivation for applying, Research interests and relevant experience, Topics or projects of particular interest. Early application is highly encouraged, as the applications will be processed upon reception. Please apply ONLINE formally through the HR system. Applications by Email will not be considered. The University of Luxembourg is committed to achieving gender parity among its staff. Should candidates present equivalent profiles, preference will be given to female candidates in all departments where gender parity is not yet achieved. 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.

General information: Contract Type: Fixed Term Contract 24 Month, Work Hours: Full Time 40.0 Hours per Week, Location: Kirchberg Campus, Internal Title: Postdoctoral researcher, Job Reference: UOL07731, The yearly gross salary for every Postdoctoral Researcher at the UL is EUR 85176 (full time).