Megaproject Systems Control Expert
3 days ago
The University of Sydney is seeking a Postdoctoral Research Associate to join a new research stream focused on intelligent sensing and control frameworks for megaprojects.
Key Responsibilities- Conduct high-quality research in intelligent sensing and control for complex project environments
- Develop and implement AI-based algorithms (e.g., GNNs, deep reinforcement learning)
- Design and simulate dynamic models of megaproject systems
- Prepare and submit journal articles to high-impact publications
- Contribute to competitive grant proposals and research impact activities
- Collaborate with interdisciplinary researchers across engineering, management, and AI
- Supervise or mentor research students, where appropriate
About You
We are looking for a Postdoctoral Research Associate who has:
- A PhD or near-completed PhD in one of the following fields:
- Project Management or Project Studies (with strong computational/AI expertise)
- Systems Engineering or Control Systems (with applications to large-scale projects)
- Artificial Intelligence / Machine Learning (with interest in applications to megaprojects or governance)
- Demonstrated research expertise in one or more of the following:
- AI/ML algorithm development (e.g., PyTorch, TensorFlow, scikit-learn)
- Dynamic modelling and simulation of complex systems
- Reinforcement learning or graph neural networks
- Proficiency in Python and related computational toolchains
- A strong interest in interdisciplinary research bridging project governance, systems thinking, and intelligent control
- Excellent written and verbal communication skills
- A demonstrated ability to work independently and as part of a team
- Solid experience with advanced AI algorithms
- Prior experience in both qualitative and quantitative research methods
- Familiarity with megaproject delivery models or complex infrastructure systems
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