Research Associate (Air Traffic Management)
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. The selected candidate will work on developing innovative machine learning models to address key challenges in the future airspace system, including traffic prediction, optimization, and safety enhancements.
Key Responsibilities:
Apply deep learning, reinforcement learning, and other advanced AI techniques to improve decision-making in ATM systems.
Work with high fidelity ATM simulation environment (e.g. BlueSky) to build optimization models for demand and capacity balancing, and conflict detection and resolution.
Develop AI methods for en-route airspace operation under the next generation ATM framework.
Collaborate with a team of researchers and engineers to integrate AI models into ATM decision support systems.
Analyze the performance of machine learning models and optimize their scalability for real-world airspace management applications.
Participate in project meetings, prepare research reports, and contribute to publications in top-tier academic conferences and journals.
Assist in the preparation of project proposals and technical documentation.
Job Requirements:
Master's degree in Artificial Intelligence, Transportation or Aerospace.
Evidence of developing Machine Learning and Optimization models for ATM system.
Strong programming skills in Python.
Good English writing and communication skills for research work.
Independent as well as a team player.
We regret to inform that only shortlisted candidates will be notified.
Hiring Institution: NTU