Postdoctoral Fellow (Computer vision, machine learning, andor robotics for infrastructure monitoring and construction automation)
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Job Location:
Monthly Salary:
Posted on:
5 days ago
Vacancies:
1 Vacancy
Job Summary
The School of Civil and Environmental Engineering (CEE) at Nanyang Technological University (NTU) Singapore is a leading school for Sustainable Built Environment. The School plays an integral role in spearheading tertiary education advancing research innovations and providing professional services in a number of key disciplines in Civil and Environmental Engineering and Maritime Studies fields with the objective of contributing to the technological and economic advancement of Singapore and beyond. The Schools mission in research is to achieve excellence by providing a conducive and intellectually stimulating environment to enable high quality work in strategic directions that are of significant impact to industry science and technology.
We are looking for a Postdoctoral Research Fellow to advance research in computer vision machine learning and/or robotics for the digitalization monitoring and automation of civil infrastructure. The role will focus on developing innovative methodologies and integrated systems that support autonomous inspection damage assessment progress monitoring and construction automation while contributing to the broader research vision and long-term objectives of the research group.
Key Responsibilities:
Conduct research in CV/ML/robotics for infrastructure monitoring and automation.
Develop algorithms and/or systems for sensing perception and robotic applications.
Contribute to digital twin methodologies and predictive modelling.
Execute experiments and deployments in laboratory and field environments.
Publish scientific outputs and participate in grant development.
Support students and collaborate with research partners.
Contribute to the groups long-term research strategy.
Job Requirements:
PhD (for Research Fellow and above equivalent) qualification in a relevant domain such as computer vision machine learning robotics civil engineering mechanical engineering electrical/computer engineering or a related field.
Relevant research experience including technical hands-on experience in areas such as computer vision deep learning multi-modal sensing robotics structural health monitoring or digital twin technologies. (Fresh PhD graduates are welcome.)
Familiarity with AI-based perception robotic systems sensing technologies or physics-informed modelling for infrastructure monitoring.
Good English written and oral communication skills (for publications documentation and presentations)- essential for data analysis and communication with stakeholders
Proficiency in hard skills such as programming (Python C) machine learning frameworks (PyTorch TensorFlow) robotics tools (ROS) simulation environments and analytical/numerical modelling.
Competent in soft skills including the ability to work independently problem-solve creatively and develop research solutions under timelines; excellent organizational skills and attention to detail.
Interpersonal skills including the ability to collaborate effectively within a multidisciplinary research environment and contribute to team-driven projects.
We regret to inform that only shortlisted candidates will be notified.
Hiring Institution: NTU
Key Skills
- Virology
- Bioinformatics
- Genetics
- R
- Biochemistry
- Cell Biology
- Research Experience
- Spectroscopy
- Cell Culture
- Molecular Biology
- Microscopy
- Research Laboratory Experience
About Company
Nanyang Technological University is one of the top universities in Singapore offering undergraduate and postgraduate education in engineering, business, science, humanities, arts, social sciences, education and medicine.
