Research Associate (TBM tunnelling)

Nanyang Technological University; Singapore; On-site; USD 60,000 - 100,000; Full time

Job summary

An established industry player in the field of Civil Engineering is seeking a skilled professional to develop innovative machine learning algorithms aimed at optimizing tunnel boring machine (TBM) operations. This role involves hands-on technical work, including the development of practical tools and the publication of research findings in reputable journals. If you are passionate about sustainable engineering practices and have a strong background in programming and data analysis, this opportunity offers a chance to contribute to meaningful advancements in the field. Join a dynamic team dedicated to exploring the underground space sustainably and making a significant impact in engineering research.

Qualifications

• Master’s degree in Civil Engineering or related field required.
• 2+ years of hands-on experience in TBM tunneling preferred.

Responsibilities

• Develop machine learning algorithms for TBM risk identification.
• Write and publish results in peer-reviewed journals.

Skills

Python

MATLAB

Data Analysis

Proposal Writing

Education

Master’s degree in Civil Engineering

Related field experience

Tools

Machine Learning Algorithms

TBM Operation Tools

Job description

The School of Civil and Environmental Engineering (CEE) at Nanyang Technological University is a leading school for Sustainable Built Environment. It has over 60 faculty members and more than 1,500 students and is rapidly expanding its range of education and research activities. The School of Civil and Environmental Engineering (CEE) aims at exploring and utilizing the underground space in a sustainable manner.

Key Responsibilities:

• Responsible for developing explainable machine learning algorithms for TBM risk identification.
• Developing practical tools to optimize TBM operation parameters.
• Writing and publication of results in peer-reviewed journals.
• Assist in securing external funding through grant applications and proposals.

Job Requirements:

• Master’s degree in Civil Engineering or related field.
• At least 2 years of relevant experiences in technical hands-on experience for TBM tunneling.
• Excellent programming skills, such as Python, MATLAB, or other competent languages.
• A good record of publications in reputable peer-reviewed journals or conferences.
• Proficiency in written and spoken English - essential for data analysis and communication with stakeholders.
• Previous experience in proposal writing is a plus.

We regret to inform that only shortlisted candidates will be notified.

Hiring Institution: NTU