- Contract
- Manager
- Doctorate or equivalent
- Singapore | Closing On 04 Feb 2023
1-year contract
About Us
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.
Job Description
- Review and distill state-of-the-art methods in literature;
- Conduct original research to develop new algorithms and/or improve existing ones;
- Implement the research prototypes and baseline methods;
- Perform 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 from an institution of higher learning
- Minimum 1 years of relevant research experience in data mining or machine learning
- Good research publication records in top conferences/journals, especially in machine learning/AI/data mining areas
- Proficiency in programming languages such as Python is required
- Proficiency in deep learning stack such as Pytorch or tensorflow is required
- Excellent 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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