Magnus Själander

The Norwegian University of Science and Technology (NTNU) invites applications for a PhD position in Edge AI Accelerator Design within the Department of Computer Science. This opportunity is part of the Norwegian Center for Intelligent Computers and Electronics (NICE), a research-driven innovation center focused on advancing AI applications from cloud datacenters to edge devices. The project is funded by the Research Council of Norway with additional support from industry and academic partners. The research will center on the design of high-performance, energy-efficient Edge AI accelerators. These accelerators may be integrated with processor cores or function as stand-alone units, depending on the computational requirements of the target edge system. A key research challenge is supporting low bit-width operations (quantization below eight bits) to optimize compute, memory, power, and accuracy. The project aims to address open questions in balancing these factors for next-generation edge AI hardware. As a PhD candidate, you will join a vibrant research environment, collaborating with leading academic and industry experts. Your responsibilities include completing doctoral education, conducting high-quality research, publishing academic work, participating in the SFI NICE research center, and engaging in international activities such as conferences or research stays abroad. The position offers career guidance, access to employee benefits, and the possibility of Norwegian language training. Applicants must hold a relevant Master's degree in Computer Science, Electrical Engineering, or equivalent, with a strong academic record (Master's grade B or better, Bachelor's grade C or better on NTNU's scale). Candidates must demonstrate good oral and written English skills (minimum B2 level). Preferred qualifications include experience in hardware design (FPGA/ASIC), hardware description languages (Chisel, VHDL, Verilog), AI frameworks (PyTorch, ONNX), computer architecture, and strong programming abilities. Admission to NTNU's PhD program in Computer Science is required within three months of employment. The position offers a gross annual salary of NOK 550,800, with a 2% contribution to the State Pension Fund. The employment period is three years, with the possibility of up to 12 months of additional teaching duties. The position is based in Trondheim, a modern European city known for its tech industry, quality of life, and cultural scene. To apply, submit your application and all required documents electronically via Jobbnorge.no by April 10, 2026. Required documents include transcripts, diplomas, CV, Master's thesis (or draft), motivation letter, relevant publications, and contact information for three referees. All documents must be in English. For further information, contact Professor Magnus Själander at [email protected].

The Norwegian University of Science and Technology (NTNU) invites applications for a Postdoctoral Fellow in System-Level Analysis of Deep-Learning Acceleration, based in the Department of Computer Science in Trondheim, Norway. This position is part of the EU Horizon project CIRES, which aims to advance Europe’s capabilities in semiconductor technologies and intelligent computing systems, supporting the objectives of the EU Chips Act. The successful candidate will join a vibrant, international research environment and collaborate with leading academic and industry partners to develop new technologies for efficient AI systems. The postdoctoral fellow will focus on creating a European open-source platform for deep-learning acceleration, investigating methods for analyzing deep-learning use cases, and mapping them to the most appropriate accelerator based on performance, power, energy, and area requirements. The role involves close collaboration with international project partners and participation in the Computer Architecture Laboratory (CAL) and Systems Software Group (SSG) at NTNU. Scientific outcomes are expected to be published in top-tier conferences and journals. Key duties include conducting high-quality research, academic publications, popular science dissemination, reporting to the EU on project progress, participating in international conferences and meetings, mentoring students, and contributing to departmental work such as teaching. The position offers a 3 or 4-year contract, depending on suitability and agreement on departmental contributions. Applicants must have completed a doctoral degree in Computer Science, Electrical Engineering, or equivalent. Candidates in the final phase of their doctorate may apply if they can document thesis submission or confirmed defense date, but must present documentation of the obtained doctorate before starting. Excellent written and oral English language skills are required. Preferred qualifications include first-author publication at a top-tier international venue in computer architecture, hands-on experience with evaluation of computer architectures using prototyping and simulation, familiarity with system software, hardware description languages (Chisel, VHDL, Verilog), and contemporary AI software frameworks (PyTorch, ONNX). Norwegian oral language skills are desirable. NTNU offers a strong and international professional environment, career guidance, open and inclusive working culture, favorable terms in the Norwegian Public Service Pension Fund, free Norwegian language training at a basic level, and access to employee benefits. The gross annual salary is NOK 633,400 before tax, with a 2% deduction for the pension fund. The city of Trondheim provides a rich cultural scene, excellent welfare services, and opportunities for education and family life. To apply, submit your application electronically via Jobbnorge.no with CV, diplomas, certificates, motivation letter, thesis, and published works attached. Applications submitted elsewhere will not be considered. Bring certified copies of certificates and diplomas if invited to interview. Ensure your application clearly demonstrates how you meet the selection criteria. The deadline for applications is 20 May 2026. For questions about the position, contact Professor Magnus Själander at [email protected]. For recruitment process inquiries, contact [email protected]. For more information about NTNU and the Department of Computer Science, visit NTNU's website .