Luleå University of Technology is growing rapidly with world-leading expertise in several research areas. We shape the future through innovative education and groundbreaking research results, and based on the Arctic region, we create global social benefits. Our scientific and artistic research and education are conducted in close collaboration with international, national and regional companies, public actors and leading universities. Luleå University of Technology has a total turnover of almost SEK 2.1 billion per year. We are currently 1,900 employees and have 18,700 students. In the coming years, billions of kronor will be invested in Norrbotten and Västerbotten in major projects aimed at a more sustainable society nationally as well as globally. Luleå University of Technology is involved in several of these highly topical research projects and the social transformation that follows. We have a wide range of programs to match the skills that are in demand. We hope that you will help us build the sustainable companies and societies of the future. The Division of Machine Elements conducts research on the function and performance of machine components, with a special focus on tribology. Recently, several projects have focused on condition monitoring of machine components, i.e. how to use sensors and advanced simulation models and signal processing to identify faults in machine components at an early stage. To improve the accuracy of these monitoring systems, as well as to enable more energy-efficient systems and wireless sensors, neuromorphic technology has also been implemented and this will also be a main focus of the position hereby announced. The research is often done in close collaboration with industry in combination with measurements in the department's laboratory, Tribolab, which is one of Europe's most modern research environments in tribological measurements. Subject description Machine Elements covers the analysis and optimization of machine components and component systems in terms of performance, lifetime, energy efficiency, reliability and durability. Particular emphasis is placed on issues in the field of tribology. Project description The current project focuses on how Neuromorphic technology can be used to improve condition monitoring on machines in industry. Measurements of bearing damage will be carried out in industrial facilities in Norrbotten, as well as in the department's research laboratory, Tribolab, at Luleå University of Technology. These measurements will then be analyzed with so-called SNNs (Spiking Neural Networks) and also be compared with traditional digital vibration measurements and analysis methods such as FFT and Enveloping of the vibration signals. The tasks of the project The tasks in the project include everything from building analysis equipment for vibration measurement of machine components, performing measurement campaigns in industry and laboratory environments, and analyzing measurement data with both Neuromorphic analysis via Spiking Neural Networks and traditional vibration analysis methods. As part of this position, you will also be involved in teaching at the department of machine elements as both lecturer and supervisor in laboratory and project courses in machine elements and machine design, as well as in machine learning. Qualifications To be eligible for employment as a researcher, a doctoral degree in machine elements or a foreign degree deemed equivalent is required. In addition, you should have experience in condition monitoring, vibration analysis and machine learning as well as neuromorphic systems and Spiking Neural Networks, as the research project requires these qualifications for its execution. Good knowledge of both Swedish and English is still a requirement. You should also have experience of teaching in both machine elements/machine design, and be used to acting as a tutor to students in laboratory and project courses. Further information The employment as a researcher is limited to 10 months, divided between research and teaching. The place of employment is Luleå and the intended start is mid-October 2025. For further information, please contact Professor Pär Marklund, 0920-49 2415, par.marklund@ltu.se Trade union representative: SACO-S Diana Chroneer, 0920-49 2037 diana.chroneer@ltu.se OFR-S Marika Vesterberg, 0920-49 1721 marika.vesterberg@ltu.se How to apply We prefer that you apply for the position via the application button below where you attach a cover letter, CV/resume and copies of verified diplomas. Please mark your application with the reference number below. Both the application and the diplomas must be written in Swedish or English. Deadline for applications: October 16, 2025 Reference number: 3719-2025