Research Associate

2 weeks ago


Singapore NTU (Nanyang Technology University- MainOffice-HR) Full time
Under the Air Traffic Management Research Institute (ATMRI)(http://atmri.ntu.edu.sg/), Nanyang Technological University, youwill be part of a research team to study the use of ArtificialIntelligence and Data Analytics in Air Traffic Management Systems.The selected candidate will work on developing innovative machinelearning models to address key challenges in the future airspacesystem, including traffic prediction, optimization, and safetyenhancements.

KeyResponsibilities:
  • Apply deep learning,reinforcement learning, and other advanced AI techniques to improvedecision-making in ATM systems.
  • Work with highfidelity ATM simulation environment (e.g. BlueSky) to buildoptimization models for demand and capacity balancing, and conflictdetection and resolution.
  • Develop AI methodsfor en-route airspace operation under the next generation ATMframework.
  • Collaborate with a team ofresearchers and engineers to integrate AI models into ATM decisionsupport systems.
  • Analyze the performance ofmachine learning models and optimize their scalability forreal-world airspace managementapplications.
  • Participate in project meetings,prepare research reports, and contribute to publications intop-tier academic conferences andjournals.
  • Assist in the preparation of projectproposals and technicaldocumentation.


JobRequirements:
  • Master's degree inArtificial Intelligence, Transportation orAerospace.
  • Evidence of developing MachineLearning and Optimization models for ATMsystem.
  • Strong programming skills inPython.
  • Good English writing and communicationskills for research work.
  • Independent as wellas a team player.


Weregret to inform that only shortlisted candidates will benotified.

Hiring Institution: NTU
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