Postdoctoral Researcher in Machine Learning for Biomedical Time Series and Sleep

1 month ago


Århus, Århus Kommune, Denmark Aarhus Universitet (AU) Full time
Job Description

We are seeking a highly skilled Postdoctoral Researcher to join our team at Aarhus Universitet (AU) in the Department of Electrical and Computer Engineering. The successful candidate will work on a project focused on machine learning for biomedical time series and sleep, with a strong emphasis on developing and applying novel machine learning techniques to improve sleep scoring.

Key Responsibilities
  • Familiarize yourself with our existing work on machine learning for biomedical time series and sleep
  • Collaborate with Associate Professor Kaare Mikkelsen to develop a prioritized list of improvements to our existing method
  • Implement the improvements and characterize their performance
  • Prepare a manuscript about the method for publication in a suitable journal
Requirements
  • PhD degree in a technical field (engineering, physics, computer science or similar)
  • Experience with machine learning and Python
  • Familiarity with the Pytorch framework or neural networks is a plus
What We Offer
  • A well-developed research infrastructure and access to shared equipment
  • An interdisciplinary environment with national, international, and industrial collaborators
  • A research climate encouraging lively, open, and critical discussion
  • A workplace characterized by professionalism, equality, and a healthy work-life balance
How to Apply

Please submit your application, including a curriculum vitae, degree certificate, a complete list of publications, a statement of future research plans, and information about research activities, teaching portfolio, and verified information on previous teaching experience (if any). The application must be in English and should be submitted via Aarhus University's recruitment system.



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