A Corp Lab at NTU is seeking a Research Scientist to pioneer research in learning-based model compression and green AI/computing.
Key Responsibilities:
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To perform the pioneer research in exploring learning-based model compression and green AI/computing.
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To perform systematic investigation into the characteristics of big models, to meet the emerging requirements for AI.
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To devise a new scheme for just noticeable differences for model compression.
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To set up and analyze experiments and datasets under different conditions.
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To propose a methodology/framework in a software prototype to be developed in the project.
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To report research findings in a form of reports/patents/papers and present in international peer-reviewed conferences and journals.
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To be involved in the mentoring of PhD/Master/FYP students.
Job Requirements:
- PhD degree in computer science, electrical & electronic engineering, or equivalent.
- Background knowledge in signal/data compression, and data-driven and machine learning/analysis.
- Prior research experience and track record in R&D.
- Prior experience in state-of-the-art AI techniques.
- Mastering of a programming language would be valued (e.g. Python, C, Matlab)
- Self-driven, highly motivated, with interest to work with other researchers and scientists (as a team player) to produce high-quality research.
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU
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Nanyang Technological University
Nanyang Technological University (NTU) is a public research university in Singapore.
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