Job Description

The Air Traffic Management Research Institute (ATMRI) invites applications for the position of Research Fellow. Under the Air Traffic Management Research Institute (ATMRI) (http://atmri.ntu.edu.sg/), Nanyang Technological University, you will be part of a research team to study the use of Artificial Intelligence and Data Analytics in Air Traffic Management Systems.

Key Responsibilities:

• Support research and development related to Deep Learning algorithms applied to Air Traffic Control and Air Traffic Management.
• Develop deep learning-based end-to end oversampling technique to deal with class imbalance problems, and to detect extremely rare events like runway excursion prediction.
• To develop explainable deep learning techniques to support the air traffic controller with reasoning behind the decision from the so-called black box machine learning models.
• Join the team in the development of algorithmic concepts for the broader applied analytics of Air Traffic Management.
  

Job Requirements:

• PhD in Computer Sc. /Aerospace Eng/Operation Research or equivalent
• Programming Experience: working knowledge of Python (preferably PyTorch) Programming Languages
• Demonstrated project experience related to applied Machine Learning, Data Mining, Deep learning, Generative models, Air Traffic Control or Air Traffic Management.
• Publication in peer-reviewed conferences and/or Journals related to Machine Learning/Air Traffic Management.
• Good English writing and communication skills (required)
• Independent and team player (required)

We regret that only shortlisted candidates will be notified. Hiring Institution: NTU In line with Singapore’s nationwide Vaccination-Differentiated Safe Management Measures (VDS), employees must be fully vaccinated to return to the workplace, unless certified to be medically ineligible. For Information on VDS, please click here .