Posted:
9/15/2024, 3:30:29 PM
Location(s):
Singapore, Singapore
Experience Level(s):
Junior ⋅ Mid Level ⋅ Senior
Field(s):
AI & Machine Learning ⋅ Software Engineering
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.
Website: https://ntu.edu.sg/
Headquarter Location: Singapore, Central Region, Singapore
Year Founded: 1991
Last Funding Type: Grant
Industries: Education ⋅ Information Technology ⋅ Universities