PhD Candidate in Efficient Edge Intelligence Models

Arbeidsplassen; Trondheim; On-site; NOK 522,000 - 638,000; Full time

Job summary

NTNU in Trondheim invites applications for a PhD Candidate in Efficient Edge Intelligence Models. You will join the Department of Computer Science to work at the intersection of deep learning and edge computing, contributing to efficient AI systems in a collaborative, international research environment.

The role includes completing doctoral studies, publishing research, and participating in international conferences.

Qualifications

• Master's degree in Computer Science with a major independent project (minimum 30 ECTS) equivalent to a master’s thesis.
• Average grade from Master's studies equal to B or better on NTNU scale or documented equivalent.
• Proof of English proficiency (IELTS 7 or TOEFL >100).
• First-author publication in a recognized journal or conference in ML, embedded systems or edge intelligence.
• Hands-on experience with Nvidia Jetson boards or other edge platforms.
• Strong knowledge in deep learning and deep learning optimization (pruning, quantization).
• Strong academic writing skills.

Responsibilities

• Complete the doctoral education until obtaining a doctorate.
• Carry out high-quality research within the described framework.
• Publish academic papers and disseminate findings.
• Participate in the research group system software group.
• Attend international conferences and research stays at foreign institutions.
• Contribute to career-promoting work as assigned by the unit.

Skills

Deep learning

Edge intelligence

Academic writing

Education

Master's degree in Computer Science

Bachelor's degree in Computer Science

Tools

Nvidia Jetson

Job description

PhD Candidate in Efficient Edge Intelligence Models

NTNU - Norwegian University of Science and Technology

Stillingstittel PhD Candidate in Efficient Edge Intelligence Models

NTNU is a broad-based university with atechnical-scientific profile and a focusin 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:

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.

• 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.
  
• 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
• Open and inclusive working environment with committed colleagues
• Free Norwegian language training at a basic level (A2)

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.

At NTNU we want to increase the proportion of women in scientific positions. We have a number ofmeasures 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 Pension Fund is deducted from the salary.

The employment period is four years, with 25% of the time devoted to career enhancing work assigned by the unit or the department.

For employment as a PhD Candidate, it is a prerequisite that you gain admission to the PhD programme in Computer Science within three months of your employment contract start date, and that you participate in an organized doctoral programme throughout the period of employment.

As an employee at NTNU, it is important that you keep yourself up to date with academic and organizational changes and adapt to them.

For the necessary professional and social interaction, it is a prerequisite that you are physically present and available to the institution on a daily basis.

The appointment is carried out in accordance with the principles of the State Employees Act , and Export control (legislation that regulates the export of knowledge, technology and services). Candidates who, after assessment of the application and attachments, are considered to bein conflict with the criteria in the latter act, will not be able to be employed.

About the application

The attachments (including a description of your scientific work) must accompany the application as these documents form the basis of the application assessment. The documents must be in Norwegian/a Scandinavian language or English.

Please note: the application will only be assessed on the basis of the information we have received by the application deadline. Therefore, make sure that your application clearly shows how your skills and experience meet the criteria described above. The application and all attachments must be sent electronically via Jobbnorge.no. If you are invited to an interview, you must bring certified copies of certificates and diplomas upon request.

The application must include:

• Transcripts and diplomas for Bachelor's and Master's degrees in English or a Scandinavian language
• Curriculum Vitae (CV) not exceeding four pages
• Project outline containing proposals for an overall description of research questions (maximum 2 pages)
• Short letter of motivation (400 words/1 page)
• Publications and other relevant research work
• Documentation of proficiency in English
• Names and contact information of three relevant referees
  

If all, or parts, of your education has been taken abroad, we also ask you to attach documentation of the scope and quality of your entire education, both Bachelor's and Master's education, in addition to other higher education. If your institution uses “diploma supplement” (normal for most European institutions), you must attach this. A description of the documentation required can also be found here . If you already have a statement from Norwegian Directorate for Higher Education and Skills (HK-dir) , please attach this as well.

Joint work will be considered. If it is difficult to identify your contribution to joint work, you must attach a brief description of your participation.

When assessing the best qualified, we emphasize necessary qualifications such as education, experience and personal suitability. Motivation for the position, ambitions, and potential for research will also count when assessing the candidates.
NTNU recognizes a wide range of academic contributions and has committed itself to The San Francisco Declaration on Research Assessment and CoARA (responsible assessment of research and recognition of a greater breadth of academic contributions in accordance with NTNU's social mission).

General information

A public list of applicants with name, age, job title and municipality of residence is prepared after the application deadline. If you wish to be exempt from entry on the public applicant list, this must be justified. Assessment will be made in accordance withcurrent legislation . You will be notified if the exemption is not granted.

If you have any questions about the position, please contact Associate Professor Di Liu, [e-mail] .

If you have any questions about the recruitment process, please contact [e-mail] .

The city of Trondheim is a modern European city with a rich cultural scene.Trondheim is the tech capital of Norway with a population of 200,000.The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world. Professional subsidized day-care for children is easily available. Furthermore, Trondheim offers great opportunities for education (including international schools) and possibilities to enjoy nature, culture and family life and has low crime rates and clean air quality.

The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.

Department of Computer Science

We are the leading academic IT environment in Norway, and offer a wide range of theoretical and applied IT programmes of study at all levels. Our subject areas include hardware, algorithms, visual computing, AI, databases, software engineering, information systems, learning technology, HCI, CSCW, IT operations and applied data processing. The Department has groups in both Trondheim and Gjøvik. The Department of Computer Science is one of seven departments in the Faculty of Information Technology and Electrical Engineering .