Senior Research Fellow
1 week ago
Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty. Today, we are ranked #2 for AI and Computer Science by US News Best Global Universities; and #8 for Data Science and AI by QS World University Ranking.
A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow'. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.
The Climate Transformation Programme (CTP) aims to develop, inspire and accelerate knowledge-based solutions and educate future leaders to establish the stable climate and environment necessary for resilient, just, and sustainable Southeast Asian societies.
CTP will generate knowledge and innovation across disciplines including climate and Earth science, ecology, materials science, artificial intelligence, humanities, social sciences and the arts, finance, health, and engineering. It will also translate state-of-the-art scientific results into real world solutions for Singapore, and it will transfer these solutions to Southeast Asia (SEA) and beyond.
This position is integral to Cross Cutting Theme 3: Artificial Intelligence, which supports all six strategic clusters within CTP, including climate science, biodiversity, mitigation, engineering, finance, and health.
Key Responsibilities:
- To perform the pioneer research in AI for climate transformation.- To further develop data-driven and machine learning tasks for fighting climate changes.- Set up and analyze experiments and datasets under different conditions.- To propose a methodology/framework in a software prototype to be developed in the project.- To report research findings in a form of reports/papers and present in international peer-reviewed conferences and journals.- To be involved in the mentoring of PhD/Masters/FYP students.- Responsible for performing intelligent signal, multimedia, muti-modal, and multi-task processing/computing, for building open databases of climate data, monitoring and mitigating climate change, and predicting climate change and effects of mitigation- Submission of comprehensive reports/IDs/Demos/papers summarizing/justifying the pioneer and innovative research performed- Collaborate with external and internal stakeholders, including industry partners, and interdisciplinary academic teams to co-create actionable climate solutions.- Contribute strategically to the development of CTPs complexity modelling, and predictive AI frameworks.
Job Requirements:
- PhD degree in Computer Science, Electrical & Electronic Engineering, or equivalent.- Background knowledge in signal representation/processing, data-driven and machine learning/analysis, esp in climate related topics.- Prior research experience and track record in R&D- Prior experience in state-of-the-art AI techniques.- Leadership in climate transformation- Self-driven, highly motivated, with interest to work with other researchers and scientists (as a team team player and team leader) to produce high-quality research- Mastering of a programming language (e.g. Python, C, Matlab,etc)- Have good technical reading, writing and programming skills.- Have excellent experience and track record for related R&D.- High desire for technological exploration and achievement.
Hiring Institution: NTU
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