Research Scientist

vor 3 Wochen


Aachen, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich Vollzeit

Job Summary:

We are seeking a highly motivated Research Scientist to join our team at Forschungszentrum Jülich. The successful candidate will work on developing a measurement set-up for electromyographic signal measurement and motion tracking, and will be responsible for collecting and analyzing data to train an artificial neural network for finger-position estimation.

Key Responsibilities:

  • Develop a measurement set-up including electromyographic signal measurement and motion tracking systems
  • Collect and analyze data to build a new dataset for fast finger motion
  • Train an artificial neural network for finger-position estimation
  • Make a live demonstration of finger-position estimation with electromyographic signals
  • Explore in-context learning techniques and novel neural networks architecture to improve adaptability from subject-to-subject and day-to-day

Requirements:

  • Master's degree in biomedical engineering, physics, computer science, mathematics, electrical/electronic engineering, or a related field
  • Strong programming skills in Python
  • Familiarity with machine learning and deep learning frameworks, including PyTorch
  • Knowledge of signal processing techniques and experience with EMG data analysis or other biomedical data is a plus
  • Experience with spiking neural networks and/or neuromorphic computing is a plus
  • 3D modeling is a plus
  • Ability to work independently and as part of a team
  • Experimental enthusiasm is a must

What We Offer:

  • A world-leading, interdisciplinary, and international research environment
  • State-of-the-art experimental equipment and versatile opportunities
  • Qualified support through scientific colleagues
  • The chance to independently prepare and work on tasks
  • Flexible working hours and a reasonable remuneration
  • Flexible work arrangements, including remote work

About Us:

Forschungszentrum Jülich is a world-leading research center that offers a collaborative and dynamic work environment. We welcome applications from people with diverse backgrounds and are committed to equal opportunities.



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