Research Scientist

1 week ago

Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

A Corp Lab in NTU is looking for a Research Scientist to conduct research in learning-based model compression and green computing.

**Key Responsibilities**:

- To perform the pioneer research in exploring learning-based model compression and green 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.
- Responsible for performing intelligent lightweight/green computing.
- Submission of a comprehensive reports/IDs/Demos/papers summarizing/justifying the pioneer and innovative research performed

**Job Requirements**:

- Possess a PhD degree in computer science, electronic engineering, applied mathematics, perception sciences, etc.
- Background knowledge in signal/data compression, and data-driven and machine learning/analysis.
- Have good technical reading, writing and programming skills.
- Have good experience and track record for related R&D.
- High desire for technological exploration and achievement.
- Prior experience in state-of-the-art AI techniques.
- Mastering of a programming language would be valued (e.g. Python, C, Matlab, etc)
- 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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