Postdoc position in AI-driven control and management of confluent wireless-wireline networks

6 months ago


Gothenburg, Sweden Chalmers tekniska högskola Full time

Project description The role primarily involves developing control and orchestration methods for confluent networking. In summary, the main goals are to improve capacity, energy efficiency, and latency by implementing advanced control of new physical layer solutions as part of the ECO-eNET project. This will involve efficient provisioning using both existing and new controllers for wired, wireless, and computing systems, as well as an AI-enabled orchestration layer. AI-driven service and network orchestration will use network sensing technology to gather environmental data, support applications, and optimize networks. The applicant will also be able to interact with our national and international network of collaborators from academia and industry.

Information about the division and the department
The at the focuses on research areas such as network automation, control and management, fiber access and mobile transport networks, network sustainability, reliability, security, and survivability, and converged fiber-wireless networks.


Major responsibilities
- Independently formulate research questions and develop strategies to solve them within the scope of your project.
- Develop new AI/ML approaches for optimizing the confluent network design and operation and integrate them into proof-of-concept demonstrators.
- Work collaboratively with other forward-thinking team members and external researchers from academia and industry.
- Communicate the results of your research (verbally and in writing) in high-impact journals and conferences.

Qualifications
To qualify for the position, you must hold a doctoral degree in Electrical Engineering, Computer Science, Telecommunication, or similar awarded no more than three years prior to the application deadline (according to the current agreement with the Swedish Agency for Government Employers). Exceptions from the 3-year limit can be made for longer periods resulting from parental leave, sick leave, or military service*.

Other qualifications for the position include:

- Proficiency in applying AI/ML methods to the management and operation of communication infrastructures, including monitoring and service provisioning
- Experience in building and executing experimental demonstrations and proofs of concepts
- Ability and motivation to carry-on high-quality research
- Strong track record demonstrated by publications in Q1 journals and top-tier international conferences
- Outstanding programming skills
- Excellent communication skills in oral and written English

* The date shown in your doctoral degree certificate is the date we use, as this is the date you have met all requirements for the doctoral degree.

Contract terms
This postdoc position is a full-time temporary employment for two years.
We offer Chalmers offers a cultivating and inspiring working environment in the coastal city of . 



  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Would you like to be part of designing next generation sustainable mobile communications system? Please consider to apply for our open Postdoc position in Adaptive Radio Slicing in 6G Confluent Wireless Access - Optical Transport Networks! Chalmers University of Technology is located in Gothenburg on the scenic west coast of Sweden. It is among the top...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    As an ever increasing amount of data is generated in the "connected world" enabled by wireless networks, the development of machine-learning algorithms targeting wireless networks becomes critical. Furthermore, machine-learning algorithms may radically improve the design and the management of such networks. The selected candidate, who will be jointly...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Would you like to be part of designing next generation sustainable mobile communications system? Please consider to apply for our open Postdoc position in 6G Wireless Security with Focus on Physical Layer! Chalmers University of Technology is located in Gothenburg on the scenic west coast of Sweden. It is among the top research schools in Europe. The...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Optical networks are the backbone of today’s communication infrastructure. With the introduction of 6G, they are expected to become more flexible, agile, and efficient, providing ever-increasing capacity and reliability. Combined, these properties are challenging to achieve. Provisioning and monitoring optical channels require careful margin management,...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    OverviewChalmers tekniska högskola, a leading research university in Sweden, invites applications for a postdoctoral position in machine learning over wireless networks. The successful candidate will be part of a dynamic and internationally renowned research environment with opportunities for cutting-edge research, collaboration, and career growth.SalaryThe...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    About the position This position will be in the area of 5G and future 6G networks, with specific focus on localization and sensing. The position will study both model-based and AI-based methods for closed-loop operation of systems, in order to assign radio resources for sensing and localization, activate transmitters and receivers, and compress and...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    About the PositionThis position will be a part of the Wireless Integrated Communication and Sensing (WICS) group at Chalmers tekniska högskola, focusing on research and development of 5G and future 6G networks. The successful candidate will work on closed-loop operation systems, assigning radio resources for sensing and localization, activating transmitters...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Project OverviewThe Chalmers tekniska högskola is seeking a highly motivated PhD researcher to contribute to the development of AI-driven optical network management solutions. This project aims to leverage the latest advances in artificial intelligence and machine learning to address complex challenges in optical network design and operation.As a PhD...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    This postdoctoral position offers the possibility to study fundamental problems of machine learning (ML) via rigorous methods. By joining our young lab you will have the possibility to work, collaborate and supervise on projects that are timed, contributing to decide the research direction of the group for the upcoming years. Thanks to an extended network...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    As a PostDoc researcher in the Division of Interaction Design and Software Engineering you will be part of a team of researcher with a focus on Software Engineering, AI Engineering and Human Computer Interaction. The candidate will benefit from our many ongoing collaborations with academia and industry and the opportunities for further professional...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    This postdoctoral position is an excellent opportunity for an independent and motivated researcher interested in the analysis of Big Data for freight transport. Chalmers University of Technology is well known for its excellent research and education, it has been ranked 2nd in Europe in the subject of Transportation Science & Technology in 2023 according to...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    The project ELaaS is a recently funded project by the European Union (JPI Urban EU), the Swedish Energy Agency, and Chalmers University of Technology (Transport Area of Advance). Moreover, this is a joint project between two Divisions (Division of Systems and Control, Electrical Engineering, and Division of Servive Management and Logistics, Technology...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Project description We are searching for two highly motivated and skilled postdocs to join our team and contribute to our exciting research in terahertz electronics. In this project, you will be at the forefront of investigating cutting-edge semiconductor devices and circuits to enable far-infrared electronics. The goal is to investigate and create a...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Company Overview Chalmers tekniska högskola, a leading research university in Sweden, is at the forefront of innovation and education in technology and engineering.Salary We offer a competitive salary of approximately SEK 38,000 - 50,000 per month (gross), commensurate with experience and qualifications. Job Description As a PhD student position in AI/ML...

  • Postdoc position

    7 months ago


    Gothenburg, Sweden Chalmers tekniska högskola Full time

    Are you ready to create the next generation, sustainable battery production systems? This is a great opportunity for a highly motivated postdoc candidate with a recently completed PhD degree to engage in state-of-the-art research. Join our diverse, professional, and friendly team of excellent researchers working on national and international top level...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    Department of Architecture and Civil Engineering is now looking for 1-2 Postdoc researchers who will participate in ongoing research projects in the field of fatigue of steel structures. The research will be within the field of fatigue of steel bridges made of weathering steels and on the application of High Frequency Mechanical Impact Treatment) for...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    In the forestry sector, huge amounts of so-called side streams of low value are continuously produced. In this postdoc project, the aim is to investigate alternative and sustainable utilization approaches of both tree bark and process sludge using a similar pipeline of combined chemical and biochemical treatments and conversion to biofuels or other...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    The successful candidate will take a key role in advancing the knowledge of operation of PEM based devices, with focus on the factors that may limit their performance. The exciting aspect of this project is being part of the bigger context of the (SESBC), which involves many non-academic partners and a number of PhD students and postdoctoral fellows....


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    For this post doc position you will develop new models for next generation fuel cells and estimate the benefits and challenges for future hydrogen aircraft performance and operation. In close collaboration with industry, we develop new models for integrated fuel cell systems to better understand next generation fossil free aircraft. The effort will...


  • Gothenburg, Sweden Chalmers tekniska högskola Full time

    How bark is broken down by microbes is virtually a black box today, despite its importance to the tree and the huge amounts produced in industry. In this project, you will be part in a larger team to help break new ground on microbial bark degradation, from mapping which species are driving this process to identifying and characterizing the enzymes they...