Postdoctoral researcher in Computer Science
Core
Developing machine learning approaches for proprioceptive sensing to estimate rock fragmentation from mining machine vibration signals.
Role type
Postdoctoral researcher (IC)
Builds
Research outputs and proof-of-concept technology for industrial mining applications
Domain
Mining industry + Machine Learning + Signal Processing
Deliverable
research
Required skills
Machine learning, Signal processing, Research methodology, Data analysis, Scientific publishing
Preferred skills
Experience with vibration signal analysis, Knowledge of mining operations, Experience with industrial data
Technologies
Vibration sensors, Machine learning frameworks
Responsibilities
Develop and evaluate methods to recover the full distribution of rock fragment sizes from vibration signals, publish in peer-reviewed venues, present at conferences, collaborate with industrial partners on real-world data.
Seniority
Postdoctoral (recent PhD holder)