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Research Associate (Radar & Machine Learning)
3 days ago
Posted date
3 days ago
N/A
Minimum level
N/A
ITJob category
IT
A Research Associate position is available in the Centre for Information Sciences and Systems, School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore. Applied and Computational ELectromagnetics (ACEL) group is looking for a Research Associate (RA) who will work on developing signal processing algorithms and deep learning techniques for detecting and imaging tree defects via an ultra-wideband tree radar.

Job Description:

The Research Associate will work on a project to conduct research on the development of stand-off radar used to detect and image the defects inside tree trunks. The roles of this position include:
  • Development of deep learning and signal processing techniques
  • Testing different measurement techniques for tree defect detection/imaging
  • Performing extensive radar measurements (in an anechoic chamber or on the field) for database development and validation/test of the developed radar
  • Assisting in the development/enhancement of measurement setup (slider or robotic arm) by contacting vendors and helping the developer
  • Writing the project reports, preparing the presentations, and working on the project deliverables
  • Porting all developed software to Python and generating a user interface


Job Requirements:
  • MSc in Electrical and Electronic Engineering or related field
  • Knowledge in electromagnetic theory and radar systems
  • Experiences in software development and machine learning techniques (preferred)
  • Publication track record is an advantage
  • Proficiency in basics of programming languages (such as Fortran, C/C++) and Python
  • Proficiency in English


We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU
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JOB SUMMARY
Research Associate (Radar & Machine Learning)
Singapore
3 days ago
N/A
Full-time