Johann Marquez-Barja

Three fully funded PhD positions are available in the Programmable & Intelligent Networks team at imec and the University of Antwerp, Belgium. The research focuses on the intersection of artificial intelligence, telecom networks, and cyber-physical systems (CPS), with a strong emphasis on explainable AI and next-generation connectivity. The positions are part of international projects, including the Marie Skłodowska-Curie Doctoral Network (GREET), and offer opportunities to work on cutting-edge topics such as AI-native connectivity for cooperative autonomous systems, generative and explainee-aware explainability for proactivity learning, and eco-cognition in CPS. Candidates will join a vibrant, international research environment with access to imec testbeds, European projects, and a supportive doctoral community. Supervisors include Prof. Johann Marquez-Barja, Dr. Nina Slamnik-Krijestorac, Joris Finck, Prof. Steven Latré, and Dr. Miguel Camelo. Applicants must have a relevant Master’s degree, strong background in AI/ML, programming skills, and excellent English proficiency. The positions are fully funded, with competitive stipends, training, and travel support. The application deadline for University of Antwerp positions is 12 November 2025; the imec position is open until filled. Applications must be submitted via the official online portals, with all required documents attached. No email applications are accepted. For more information, visit the provided links or contact the supervisors at the University of Antwerp.

The University of Antwerp is offering a doctoral scholarship for research in Resource-Aware AI for Next-Generation Networks within the Department of Electronics and Information and Communication Technologies (Faculty of Applied Engineering). This PhD opportunity focuses on designing computationally efficient, scalable, and adaptive AI models for radio access, edge, and non-terrestrial network environments. Candidates may focus on radio/physical-layer intelligence (such as channel estimation, CSI prediction, edge-deployable deep learning) or networking/control-plane intelligence (including reinforcement learning for scheduling, congestion control, link adaptation, and cross-layer optimization). The research aligns with the IDLab Flexible and Deterministic Networking group. Applicants should hold or expect to obtain a Master’s degree in Electrical Engineering, Computer Engineering, Telecommunications, Computer Science, or a related field, preferably with distinction. Essential skills include a strong foundation in machine learning or deep learning (with experience in PyTorch or TensorFlow), programming proficiency in Python, and preferably C/C++ or MATLAB. A background in wireless communications, signal processing, or networking is preferred, as is familiarity with softwarized network stacks (OAI, srsRAN, FlexRIC), edge computing, Docker/Kubernetes, and experimental testbeds. Analytical and independent research skills, a research-oriented mindset, and excellent English proficiency are required. The scholarship is initially for one year, renewable annually up to four years based on performance. The package includes a monthly stipend (per university policy), eco vouchers, internet connectivity allowance, bicycle allowance or public transport reimbursement, and access to courses and educational credits via the Antwerp Doctoral School. The research environment is collaborative and stimulating, with work locations at City Campus (The Beacon) and Campus Groenenborger. To apply, candidates must submit a motivation letter, academic CV with transcript, two reference letters, an English proficiency certificate, and a short research proposal (max 4 pages) aligned with their interests and the research focus. The application deadline is April 23, 2026. For research-related questions, contact Miguel Camelo, Dr. Nina Slamnik-Kriještorac, or Prof. Johann Marquez-Barja. For application process queries, contact [email protected]. This position is ideal for candidates interested in AI, machine learning, wireless communications, edge computing, and networking, aiming to contribute to the advancement of next-generation communication systems in a leading European research environment.

The University of Antwerp is offering a fully-funded, four-year PhD position in the field of autonomous 6G networks and zero-touch network and service management (ZSM), within the renowned IDLab research group. This opportunity is ideal for candidates passionate about shaping the future of telecommunications infrastructure, focusing on foundational research for resilient Beyond-5G/6G systems. The research will explore how AI-driven control loops, distributed core architectures, and network intelligence can enable networks to autonomously mitigate failures and adapt to dynamic conditions across cloud, edge, and non-terrestrial environments. The doctoral project centers on programmable and intelligent networks, with a strong emphasis on network virtualization (SDN/NFV), containerization, and AI/ML for networking. The successful candidate will investigate innovative mechanisms for network robustness, service continuity, and fault tolerance in heterogeneous and multi-domain environments. The position offers access to cutting-edge facilities at The Beacon (City Campus), a hub for digital innovation, and the opportunity to develop a strong publication record in top-tier venues under the supervision of leading researchers in deterministic networking. Applicants must hold or expect to obtain a master’s degree in Computer Science, Telecommunications, Electrical Engineering, or a closely related field, with excellent academic results (at least cum laude/distinction). Required skills include programming proficiency (Python/C++), a strong foundation in network management technologies, and research ambition in autonomous network management. Preferred qualifications include knowledge of 5G or beyond-5G network architectures, experience with orchestration platforms, and experimental research. Proficiency in English is mandatory. The scholarship includes a competitive monthly stipend, eco-vouchers, internet-connectivity allowance, and either a bicycle allowance or full reimbursement of public transport costs for commuting. Doctoral researchers benefit from a wide range of courses and educational credit through the Antwerp Doctoral School. The planned start date is July 2026. To apply, candidates must submit an online application by April 23, 2026, including a motivation letter, academic CV with transcript, two reference letters, an English proficiency certificate, and a 4-page research proposal aligned with IDLab’s Flexible & Deterministic Networking vision. For further information, contact the supervisors: Nina Slamnik-Kriještorac, Dr. Miguel Camelo, or Prof. Johann Marquez-Barja at the University of Antwerp.

The University of Antwerp invites applications for a full-time doctoral scholarship in the field of X-as-a-Service (XaaS) Architectures for 6G Networks. This position is based in the Department of Electronics and ICT Engineering Technology within the Faculty of Applied Engineering, offering a unique opportunity to contribute to pioneering research in programmable and intelligent networks. The university is renowned for its dynamic, international environment, with over 20,000 students and 6,000 employees from 100 countries, fostering innovation and scientific excellence. The PhD project focuses on XaaS paradigms for next-generation (6G) communication systems. Research will explore the design of service-oriented networking architectures that enable programmable, intelligent, and scalable service delivery across diverse infrastructures, including terrestrial and non-terrestrial networks, cloud-edge environments, and vertical industry domains. Key areas include service-based and cloud-native architectures for 6G, Network/Compute/AI-as-a-Service models, zero-touch network/service management, and multi-domain service federation and interoperability. The candidate will investigate mechanisms for resource abstraction, orchestration, and lifecycle management of services in multi-domain and multi-tenant environments, aiming to advance fully automated and service-centric 6G ecosystems. As a doctoral researcher, you will actively prepare and defend a PhD thesis, publish scientific articles, and support teaching and research activities within the department. The research aligns with IDLab’s work on flexible and deterministic networking, offering access to state-of-the-art facilities and collaborative opportunities. Most work will be conducted at City Campus (The Beacon) and Campus Groenenborger, providing a stimulating academic environment. Eligibility requires a master’s degree in Computer Science, Telecommunications, Electrical Engineering, or a closely related field by the start date, with excellent academic results (cum laude/with distinction). Candidates should demonstrate teaching competences and research qualities aligned with university standards, a strong interest in communication networks, distributed systems, or cloud/edge computing, and basic programming skills (Python, C/C++, or similar). Analytical and problem-solving abilities, proficiency in English, and preferred experience with 5G/beyond-5G architectures, virtualization, SDN/NFV, containerization, orchestration platforms, AI/ML for networking, and experimental platforms are advantageous. The scholarship is initially awarded for one year, renewable for up to three additional years following positive annual evaluations. The monthly stipend is determined by university rates, and additional benefits include eco vouchers, internet-connectivity allowance, bicycle allowance or full reimbursement of public transport costs, and access to a wide range of courses and educational credit through the Antwerp Doctoral School. To apply, submit your application online by April 23, 2026, including a motivation letter, academic CV with transcript, two reference letters, English proficiency certificate, and a short research proposal (max. 4 pages) aligned with XaaS Architectures for 6G Networks. The proposal should address the problem statement, expected novelty/impact, approach, evaluation plan, and alignment with IDLab research. The selection committee will review applications after the deadline, and eligible candidates will be notified of next steps. For questions about the application process, contact [email protected]. For job-related inquiries, reach out to Principal Investigators Nina Slamnik-Kriještorac, Miguel Camelo, or Full Professor Johann Marquez-Barja. The University of Antwerp is committed to diversity, inclusion, and equal opportunities, and encourages applications from candidates of all backgrounds.

The University of Antwerp invites applications for a full-time doctoral scholarship in Edge Intelligence for 6G Networks, based in the Department of Electronics and ICT Engineering Technology within the Faculty of Applied Engineering. This position offers the opportunity to contribute to pioneering research at a dynamic, international university renowned for its innovative academic environment and commitment to scientific excellence. The PhD project will focus on integrating Artificial Intelligence (AI) and Machine Learning (ML) into distributed cloud-edge infrastructures, aiming to enable autonomous and efficient management of next-generation (6G) communication systems. Research topics include distributed and federated learning across the edge-cloud continuum, AI-driven network management and orchestration, collaborative intelligence, and real-time analytics for ultra-low-latency applications. The candidate will contribute to the realization of intelligent, self-optimizing 6G ecosystems and publish scientific articles related to the project. As a doctoral researcher, you will also undertake limited teaching and research support tasks within the department. The position is based at City Campus (The Beacon) and Campus Groenenborger, offering a stimulating and supportive working environment. You will have access to a wide range of courses and educational credits through the Antwerp Doctoral School. Eligibility: Applicants must hold a master’s degree in Computer Science, Telecommunications, Electrical Engineering, or a closely related field by the start date. Excellent academic results (at least cum laude/with distinction) are required. Candidates should demonstrate teaching competences and research qualities aligned with university standards, a strong interest in communication networks, distributed systems, or cloud/edge computing, and basic programming skills (Python, C/C++, or similar). Good analytical and problem-solving abilities and proficiency in English (written and spoken) are essential. Preferred qualifications include knowledge of 5G or beyond-5G network architectures, familiarity with virtualization, SDN/NFV, containerization, orchestration platforms, experience with AI/ML for networking or automation, and experience with experimental platforms or research projects. Funding: The doctoral scholarship is offered for one year, renewable for up to three additional years following positive annual evaluations. The monthly scholarship amount is calculated according to university rates. Additional benefits include eco vouchers, internet-connectivity allowance, and either a bicycle allowance or full reimbursement of public transport costs for commuting. Application Window: The planned start date is July 1, 2026, or as soon as possible thereafter. Applications must be submitted online by April 23, 2026 (midnight Brussels time). Required documents include a motivation letter, academic CV with transcript, two reference letters, English proficiency certificate, and a short research proposal (max. 4 pages) aligned with Edge Intelligence for 6G Networks and IDLab research on flexible and deterministic networking. The proposal should cover problem statement, motivation, expected novelty/impact, approach, evaluation plan, and alignment with IDLab research areas. Supervision: The project will be supervised by Principal Investigators Nina Slamnik-Kriještorac and Dr. Miguel Camelo, and Full Professor Johann Marquez-Barja. For job-related questions, contact the supervisors via their university emails. For application form queries, contact [email protected]. The University of Antwerp is committed to diversity, inclusion, and equal opportunities, and encourages applications from candidates of all backgrounds. The institution holds the European Commission’s HR Excellence in Research Award and offers a family-friendly, growth-oriented environment. For further information about the research group, visit IDLab Flexible and Deterministic Networking . To apply, use the online application platform .

The University of Antwerp invites applications for a full-time doctoral scholarship in the field of Programmable and Intelligent Networks, focusing on resilient Beyond-5G/6G networks through zero-touch network and service management. As a dynamic and forward-thinking European university, Antwerp offers innovative academic education to over 20,000 students and conducts pioneering scientific research. The Department of Electronics and ICT Engineering Technology, within the Faculty of Applied Engineering, is seeking a motivated PhD candidate to contribute to cutting-edge research in network architectures for Beyond-5G (B5G) and 6G systems. The PhD project centers on Zero-touch Network and Service Management (ZSM) as a key enabler for autonomous and resilient 6G networks. The research aims to investigate how network intelligence, automation, distributed core network designs, and AI-driven control loops can enhance network robustness, service continuity, and fault tolerance across heterogeneous and multi-domain environments. The candidate will explore innovative mechanisms for autonomous failure mitigation and dynamic adaptation to changing conditions, ensuring reliable service delivery across cloud, edge, terrestrial, and non-terrestrial infrastructures. As a doctoral researcher, you will actively prepare and defend a PhD thesis, publish scientific articles, and support teaching and research activities within the department. The position offers access to a wide range of courses and educational credits through the Antwerp Doctoral School, and you will work at City Campus (The Beacon) and Campus Groenenborger in a stimulating environment. Applicants must hold a master’s degree in Computer Science, Telecommunications, Electrical Engineering, or a closely related field by the start date, with excellent study results (at least cum laude/with distinction). Proficiency in English (written and spoken) is required. Candidates should demonstrate teaching and research competences in line with university standards, a strong interest in communication networks, distributed systems, or cloud/edge computing, and basic programming skills (Python, C/C++, or similar). Preferred qualifications include knowledge of 5G or beyond-5G network architectures, virtualization, SDN/NFV, containerization, orchestration platforms, and experience with AI/ML for networking or automation. The scholarship is offered for one year, renewable up to three additional years following positive annual evaluations. The monthly scholarship amount is calculated according to university rates and includes eco vouchers, internet-connectivity allowance, and a bicycle allowance or full reimbursement of public transport costs. The planned start date is July 1, 2026, or as soon as possible thereafter. To apply, submit your application via the University of Antwerp’s online job platform by April 23, 2026. Required documents include a motivation letter, academic CV with transcript, two reference letters, English proficiency certificate, and a short research proposal (max. 4 pages) aligned with your interests in resilient Beyond-5G/6G networks and zero-touch management. The proposal should address the problem statement, expected novelty/impact, approach, evaluation plan, and alignment with IDLab research on flexible and deterministic networking ( IDLab research ). For questions about the application process, contact [email protected] . For job-related inquiries, reach out to Principal Investigators Nina Slamnik-Kriještorac ( [email protected] ), Dr. Miguel Camelo ( [email protected] ), or Prof. Johann Marquez-Barja ( [email protected] ). The University of Antwerp is committed to diversity, inclusion, and equal opportunities, and encourages applications from candidates of all backgrounds. Join a vibrant research community and help shape the future of resilient network technologies.