Research Scientist, Scis
4 days ago
COMPANY DESCRIPTION
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together - building a strong collegiality and morale within the university.
Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities - all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.
DESIGNATION : Research Scientist (1-year contract), SCIS
RESPONSIBILITIES
- Review and distill state-of-the-art methods in literature
- Conduct original research to develop new algorithms and/or improve existing ones
- Implement the proposed algorithms as well as baseline methods
- Perform scientific experiments to validate the proposed algorithms
- Documentation of the research and results including academic publication
QUALIFICATIONS
- Minimum PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines
- Minimum 1 year of relevant research experience in machine learning/AI/data mining
- Good research publication records in top conferences/journals, especially in machine learning/AI/data mining areas
- Proficiency in programming of deep learning stacks (e.g. tensorflow/pytorch) is required
- Good working knowledge of machine learning and deep learning including graph neural networks
- Good analytical, technical and problem solving skills
- Self-motivated individual who can work independently and also collaboratively with team members
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