Research Fellow (Tunnelling & Excavation)
Core
Developing explainable machine learning algorithms and large language model-enhanced IoT systems for Tunnel Boring Machine (TBM) tunnelling and excavation.
Role type
Research Fellow (Tunnelling & Excavation)
Builds
ML algorithms and IoT systems for TBM operations
Domain
Civil Engineering / Underground Construction / Machine Learning
Deliverable
production ML models | research
Required skills
Python, MATLAB, explainable machine learning, large language models, IoT system development, grant writing, academic publishing
Preferred skills
proposal writing
Technologies
Python, MATLAB, IoT
Responsibilities
Develop explainable ML algorithms for TBM tunnelling and excavation; Develop LLM-enhanced IoT systems for TBM operations; Write and publish results in peer-reviewed journals; Assist in securing external funding through grant applications
Seniority
Senior, hands-on IC