Research Scientist
2 weeks ago
A Corp Lab at NTU is seeking a Research Scientist to pioneer research in learning-based model compression and green AI/computing.
Key Responsibilities:
- To perform the pioneer research in exploring learning-based model compression and green AI/computing.- To perform systematic investigation into the characteristics of big models, to meet the emerging requirements for AI.- To devise a new scheme for just noticeable differences for model compression.- To 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/patents/papers and present in international peer-reviewed conferences and journals.- 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.
Hiring Institution: NTU
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