Research Fellow (Signal Processing and Machine Learning)

About the role

The School of Electrical and Electronic Engineering at Nanyang Technological University is hiring a Research Fellow in Signal Processing and Machine Learning. The fellow develops signal processing and machine learning algorithms and methods for accurate localization and tracking of 5G network User Equipment (UE) in urban environments.

Key responsibilities

• Develop RF sensor systems and communications and radar scenario modelling and simulation.
• Develop localization and tracking algorithms for air, maritime and land targets.
• Perform software and hardware implementation, data collection and analysis, and empirical tests.
• Generate inference from large geo-location data using machine learning frameworks such as LLMs.
• Prepare reports and present at seminars.
• Assist the Principal Investigator in proposal writing and help supervise graduate students.

Required profile

• Ph.D. in Electrical Engineering, Computer Science, Statistics or another related field.
• Familiarity with RF sensor systems and communications and radar models.
• Familiarity with machine learning and signal processing algorithms for wireless communications.
• Good written and oral communication skills.
• Ability to work independently, solve problems under tight deadlines, and manage time and details meticulously.

Candidates apply by sending their CV to the named contact at the university; only shortlisted candidates will be notified.