Postdoctoral Research Fellow – Data Science and AI
About the job
This job is about advancing data-driven research to enhance the safety and reliability of rail systems. As a Postdoctoral Research Fellow at Western Sydney University, you will play a crucial role in supporting the SmartCrete CRC’s Intelligent Rail Infrastructure System. The team values collaboration, innovation, and a commitment to delivering high-quality research outputs.
You'll be responsible for
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Delivering literature reviews
Conducting thorough literature reviews to identify capability gaps and future monitoring opportunities.⚙️
Designing instrumentation strategies
Creating and optimizing strategies for instrumentation and sensor configurations.🔍
Developing algorithms
Creating and validating algorithms and modeling techniques for defect detection in rail systems.Key criteria
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PhD in relevant fields
Possession of a PhD in engineering, data science, or related fields.View
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Research capability
Demonstrated research capability supported by peer-reviewed publications.View
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Machine learning experience
Experience with machine learning, signal processing, or structural health monitoring.View
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