PhD Candidate in Efficient Edge Intelligence Models

This is NTNU NTNU is a broad-based university with a technical-scientific profile and a focus in professional education. The university is located in three cities with headquarters in Trondheim. At NTNU, 9,000 employees and 43,000 students work to create knowledge for a better world. You will find more information about working at NTNU and the application process here. Video: https://youtu.be/Xt-yHCN5QS0 About the position We invite applications for a PhD position in Efficient Edge Intelligence Models at the Department of Computer Science, Norwegian University of Science and Technology (NTNU). The position offers the opportunity to work on cutting-edge research at the intersection of deep learning and computer systems. The successful candidate will join an international and collaborative research environment and contribute to advancing efficient AI systems. Are you motivated to take a step towards a doctorate and open up exciting career opportunities? As a PhD Candidate with us, you will work to achieve your doctorate, and at the same time gain valuable experience that qualifies you for a further career in higher education and research, in and outside academia. Your immediate leader will be the head of the Computing Unit. About the project Deleted if not applicable. Here you can enter brief information about the project, funding sources, partners and/or a link to the project's website. Duties of the position - Complete the doctoral education until obtaining a doctorate - Carry out research of good quality within the framework described above - Academic publications and popular science dissemination - Participate in the research group system software group - Participate in international activities such as conferences and/or research stays at foreign educational institutions - Career-promoting work as assigned by the unit or department Be prepared for changes to your work duties after employment. Required selection criteria - You must meet the requirements for admission to the faculty's Doctoral Programme , see Section 6-1 of the PhD regulations for more information. - You must have a relevant Master's degree in Computer Science or equivalent. Your degree must include a major independent project (minimum 30 ECTS) equivalent to a master’s thesis. - You must have a strong and relevant academic background from your previous studies and have an average grade from your Master's degree study, or equivalent education, which is equal to B or better compared to NTNU's grading scale . If you do not have letter grades from previous studies, you must have an equally good academic foundation. If you have a weaker academic background, you may be considered if you can document that you are exceptionally suited for a PhD education, for example through relevant work experience and/or peer-reviewed academic works. - Good oral and written presentation skills in English equivalent to IELTS score of 7 or equivalent with TOEFL scores of above 100. The appointment is to be made in accordance with NTNUs guidelines for recruitment positions for general criteria for the position. Preferred selection criteria - First-author publication in a recognized journal or conference on a relevant topic in machine learning, embedded systems, and edge intelligence - Hands-on experience on Nvidia Jetson boards or other edge platforms - Strong knowledge in deep learning, particularly large language models or multi-modality models - Knowledge in deep learning optimization, such pruning and quantization - Strong academic writing skill Personal characteristics To complete a doctoral degree (PhD), it is important that you are able to: - Work independently - Work in a structured way, set goals and make plans to achieve them - Present and discuss your research with other professionals - Get involved and contribute constructively with feedback - Work constructively under pressure or in the face of adversity - Show curiosity and a strong motivation for the subject - Analyze data, assess different perspectives and draw well-founded conclusions - Be flexible and open to adjusting the plan for the project as needed Emphasis will be placed on personal qualities. We offer - An exciting job with an important mission in society - Developing tasks in a strong and international professional environment - Career guidance and follow-up during the PhD period - Open and inclusive working environment with committed colleagues - Working capital that can be used to implement the project - Mentor programme as a new employee at NTNU - Favorable terms as a member of the Norwegian Public Service Pension Fund (SPK) - Free Norwegian language training at a basic level (A2) As a PhD Candidate at NTNU, you will have access to employee benefits . Diversity Diversity is a strength, and at NTNU we aim to be an employer that reflects the diversity in society and that makes use of the potential of the population's collective skills. Our vision is Knowledge for a better world and our values ​​are creative, critical, constructive and respectful . We believe that an organization that is equal, diverse and gender-balanced is essential for us to achieve our goals. We strive to attract employees with different skills, life experiences and perspectives to contribute to even better problem solving of our societal mission in research and education. If you think this position is relevant and interesting, we encourage you to apply, regardless of gender, functional ability and cultural background, or whether you have been out of work for a period of time. At NTNU we want to increase the proportion of women in scientific positions. We have a number of measures to promote equality. (delete if not applicable) Salary and conditions In the position of PhD Candidate, code 1017, your gross salary will normally be NOK 580 000,-per annum depending on qualifications and seniority. A 2% statutory contribution to the State