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.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU