Postdoctoral Researcher in Computer Science: Interactive Machine Learning

Malmo

Reference number P 2024/1931

Malmö University is an innovative, urban, and internationally-oriented academic institution that, thanks to its committed and experienced staff, contributes to societal development. Here, teachers, researchers, and other employees with various competencies work together to conduct high-quality education and research. All professional categories and roles are important. You are welcome to apply for a job with us!

Here you can learn more about what it's like to work at Malmö University: Work with us

We are looking for
Postdoctoral Researcher in Computer Science: Interactive Machine Learning at the Faculty of Technology and Society.

Work duties
The position concerns research on human-robot collaborative learning. The robot is an ultralight electric utility vehicle with a mechatronic system and sensors enabling autonomous functionalities. It aims to be an interactive work companion, transporting people and carrying loads in various indoor and outdoor environments. The method to be developed combines end-to-end imitation learning with interactive machine learning for deep learning based robot control. Data collection and experiments will be conducted on the actual robot in real environments.

The research will be conducted in collaboration with industry partners.

In addition, teaching corresponding to 20% is planned for the position, mainly in the computer science master's programs Internet of Things and Applied Data Science.

Qualifications
A postdoc is primarily employed to conduct research. They have completed a doctoral degree or a foreign degree considered on par with a doctoral degree. This is primarily relevant to people who have completed their doctoral degree no more than three years before the application period for the position of postdoc has expired. Under special circumstances, the doctoral degree may have been completed at an earlier date. Special circumstances constitute time off because of illness, parental leave, clinical practice, union duties, clinical duty or assignments relevant to the subject area, such as work as professional in industry.

In addition to formal competence, University employees must possess the personal capacities necessary to perform the duties of the position well and to represent the University in the best possible way.

Specific requirements for this position:

• PhD degree in Computer Science, or related area.
• Experience form machine learning research.

The following would be of benefit for the position:
Experience, knowledge and skills regarding

• Interactive machine learning
• Robotics and autonomous systems, in particular mobile robots and intelligent vehicles
• Applied research using deep learning
• Applied research using multimodal large language models
• Computer vision
• Hands-on machine learning and robot development using PyTorch, ROS and Docker.
• Industrial research and/or development.
• Teaching in areas of relevance for the position

Assessment criteria
Accordning to the Appointment Rules at Malmö University, the assessment crieteria for a position as Postdoctor are:

• The quality and focus of the doctoral thesis
• Research activities within fields relevant to the appointment in question
• Documented ability to independently conduct research of a sufficient standard
• Reflective presentation of their own pedagogical outlook and practices
• Demonstrated ability to communicate and collaborate with actors in other parts of society with a connection to education and research

Faculty, Department and Research environment
Faculty of Technology and Society
The Faculty of Technology and Society conducts education and research focusing on technology and natural sciences at two departments: Computer Science and Media Technology and Materials Science and Applied Mathematics. The faculty collaborates with companies and other organisations in order to raise the level of competence, create new products, develop activities and offer students an early connection to their future working life. Our research collaborations and staff from many different countries give our activities an international profile. Link

The Department of Computer Science and Media Technology

The Department of Computer Science and Media Technology offers research-linked education at first-cycle, second-cycle and doctoral levels. The department conducts research in computer science, information systems, software engineering and media technology. We are interested in research and education areas such as artificial intelligence, digital media, e-health, internet of things, societal consequences of digitalization and game development. Link

Internet of Things and People Research Center

Internet of Things and People (IoTaP) is a research centre that studies how people can get the most out of the Internet of Things. The work involves about 40 reseachers, mainly computer scientists and interaction designers, together with professionals from industry and public organisations, as well as users. Through applied research, IoTaP addresses a range of current challenges in society within areas such as energy, transportation, health, learning and home automation. IoTaP will in 2025 transform into the Sustainable Digitalization Research Center. Read more about IoTaP here: Link

Further information
Paul Davidsson, Professor of Computer Science, Director of IoTaP and Project manager, [email protected]

Bahtijar Vogel, Head of the Department of Computer Science and Media Technology, [email protected]

In our recruitment work, Malmö University has taken a stand regarding recruitment channels and marketing. We therefore decline all offers of advertising and recruitment assistance in connection with this advertisement.

You can read more about the benefits of working in Sweden here: https://sweden.se/collection/working-in-sweden/

Application
You apply for this position via Malmö University's recruitment system by clicking on the "Apply" button. As an applicant, you are responsible for ensuring that your application is completed in accordance with the job advertisement, and that it is submitted to the University no later than December 16, 2024. The application must be written in Swedish, English or any of the Nordic languages. As an applicant, you are responsible for the application and its appendices being translated.

According to Malmö University’s qualifications portfolio, the application must include:

• Curriculum vitae
• Documentation of pedagogical expertise incl. the pedagogical work to be considered (maximum three). The pedagogical works are uploaded on selection question 5.
• Documentation of scientific expertise incl. the primary scientific work to be considered (maximum three). The scientific works are uploaded on selection question 6.
• Professional experience

The application must also include:
Applicants who have not completed their doctoral degree at the end of the application period can apply provided that all requirements for a completed degree are met before the (intended) decision date for employment. The defense date and fulfilled requirements for the degree must be confirmed at the time of application by the applicant's main supervisor, director of studies or equivalent.

• Degree certificate (alternatively certificate with the date of the thesis defense) and other relevant certificates
• A brief account of research, teaching and other activities relevant to the position to which the application pertains, including a description of how the applicant envisions their future research and teaching
• Doctoral dissertation

The rules for appointment of teaching staff at Malmö University are regulated in the Appointment Rules at Malmö University.

Merits and qualifications must be documented according to Qualifications portfolio for lecturers/researchers at Malmö University

Application documents
We accept application documents digitally. Physical documents are accepted only in exceptional cases. Contact [email protected] if you have books and any other documents that cannot be sent electronically.

Miscellaneous
This is a full-time, fixed-term employment of two years. The period of employment is determined in accordance with the agreement “Avtal om tidsbegränsad anställning som postdoktor” (“Agreement on fixed-term employment as a post-doctoral fellow”) between Swedish Agency for Government Employers, SACO-S, OFR/S and SEKO, dated 1 February 2022.

Malmö University is a workplace and higher education institution that is characterised by an open and inclusive approach, where gender equality and equal terms add value to our activities.

Malmö University applies individual salary setting.

Start date
February 1, 2025

Union representatives
Bodil Sterner, OFR [email protected]

Mats Syde, SACO [email protected]

We are looking forward to receiving your application!
You apply no later than 16/12/2024 by clicking the apply button.