Postdoctoral Researcher in Machine Learning for Sensing and Fiber-Optical Communications

4 weken geleden


Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology Voltijd
Job Description

We are seeking a highly motivated postdoctoral researcher to join our team at Eindhoven University of Technology. The successful candidate will lead research in developing novel theoretical simulation models and devising advanced signal-processing algorithms for better detection and localization accuracy of earthquakes using existing optical fiber networks.

Key Responsibilities
  • Conduct independent academic research in machine learning and signal processing for earthquake localization
  • Develop novel theoretical simulation models and signal-processing algorithms for improved detection and localization accuracy
  • Collaborate with the Fibre-Optic Communication Research Centre at Chalmers University of Technology
  • Contribute to the development of novel algorithms and approaches for earthquake localization using existing optical fiber networks
  • Coach and teach students and shape new research plans
Requirements
  • PhD in Electrical Engineering or a related field
  • Strong background in signal processing, communication theory, and machine learning
  • Comprehensive understanding of physical-layer communications and experience with optical channel models
  • Excellent proficiency in written and verbal English, strong communication and leadership skills
What We Offer
  • Full-time employment for 8 months
  • Salary in accordance with the Collective Labour Agreement for Dutch Universities, scale 10
  • Year-end bonus of 8.3% and annual vacation pay of 8%
  • High-quality training programs on general skills, didactics, and topics related to research and valorization
  • Excellent technical infrastructure, on-campus children's day care, and sports facilities


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