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3 Postdoc Job in Artificial Intelligence, IoT, Computer Engineering – Malardalen, Sweden

Mälardalen University (MDH), Sweden

Mälardalen University invites applications for 3 postdoc jobs in Artificial intelligence, Computer science,  Computer engineering to join the School of Innovation, Design and Engineering, (IDT), Sweden 2022.

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General Info

Position: Postdoc Position
No. of Positions: 3
Research Field: , , ,
Joining Date: ASAP
Contract Period: 2 Years
Salary: According to Standard Norms

Workplace:
Division of Computer Science and Software Engineering
School of Innovation, Design and Engineering
Mälardalen University (MDH)
Västerås,

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Qualification Details

  • The applicant is required to have a PhD degree in Computer science or Computer engineering or Equivalent.
  • The applicant must have completed the degree no more than three years before the end of the application period.

The Post docs should have interest in theoretical and fundamental research work.

Should have interest and/or knowledge in (depending on project preference 1, 2, or 3):

AI, machine reasoning, machine learning, autonomous system, collaborative AI, Multi-agent system, Instance-based learning, fuzzy logic, probability, soft computing, Mathematical statistics, probability theory, AI ethics, Numerical analysis, and evolutionary optimization

Decisive importance is attached to personal suitability. We value the qualities that an even distribution of age and gender, as well as ethnic and cultural diversity, can contribute to the organisation.

Merit

Following qualifications are considered to be a merit :

  • Publications in international high ranked Journals
  • Experience from research projects
  • Experience in international cooperation

Responsibilities/Job Description

We are looking Post Docs for the following Projects, please select one of them and mention it in the motivation letter.

Project 1: AI2Learn- Learning to Learn for Intelligent Systems

The postdoc will work on method development and adaptation of learning theory for AI algorithms to develop intelligent systems.  The aim here is to solve multiple tasks by one-shot or few shot learning.  The developed method should provide faster solution in terms of learning from few examples, also for sequence of tasks. Also, it should understand fairness in AI Systems.

This postdoc will play a key role in the development and adaptation of machine learning and deep learning domains and will work closely with PhD students, senior researchers, and industrial partners in the group.

Project 2: INCORE- Intelligent complex reasoning systems

This postdoc will work on the research and development of machine reasoning intelligence system through a theoretical AI framwork. Here, the research will focuse on going beyond machine learning to machine reasoning and combination of them. Both human-centred and autonomous machine reasoning/learning, AI/ML, higher levels of AI beyond ML, i.e. reasoning and decision making abilities in autonomous or in collaboration with humans.

Project 3: Foot- Federated and online learning in IIOT

The postdoc will work on federated and online learning for applications in IIOT. The aim will be to  develop distributed learning algorithms and tools to enable the learning to be performed incrementally at local computing nodes to enhance  time efficiency and  data privacy, while the learned model will be shared by different users for inference and decision making. This postdoc is strongly related to the EU project: INSECTT, https://www.insectt.eu/, where distributed intelligence  is one crucial focus.

The position is a temporary employment of 2 years.

How to Apply?

Online Application through "Apply Now" Button from this page

Reference Number: 2021/2885
(If any, use it in the necessary place)

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Documents Required

Application is made online. Make your application by clicking the "Apply" button below.

The scientific publications that you do not have in digital form are to be sent by post to:

Mälardalen UniversityDivision of Human ResourcesRef.no: 2021/2885Box 883721 23 Västerås

The applicant is responsible for ensuring that the application is complete in accordance with the advertisement and will reach the University no later than closing date for application.

We look forward to receiving your application.

We decline all contact with recruiters and salespersons of advertisements. We have made our strategic choices for this recruitment.

About the Department

At the School of Innovation, Design and Engineering our students are studying to be for example innovators, entrepreneurs, illustrators, communications officers, network technicians and engineers. Here we have the research specialisations of Embedded Systems, and Innovation and Product Realisation. Our work takes place in cooperation with and in strategic agreements with companies, organisations and public authorities in the region.

About the Employer: Mälardalen University (MDH)

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Contact details

Radu Dobrin
Head of the Division/Avdelningschef
021-10 73 56 / radu.dobrin@mdh.se

Shahina Begum
Professor
shahina.begum@mdh.se

Mobyen Uddin Ahmed
Project Leader/ Projektledare
mobyen.ahmed@mdh.se

Peter Funk
Professor
peter.funk@mdh.se

Ning Xiong
Professor
ning.xiong@mdh.se

Michaël Le Duc
Union representative SACO
+46 (0) 21 10 14 02

Susanne Meijer
Union representative (OFR)
+46 (0) 21 10 14 89

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