Research Fellow
at NTU Nanyang Technology University Main OfficeHR
Singapore, Southeast, Singapore -
Start Date | Expiry Date | Salary | Posted On | Experience | Skills | Telecommute | Sponsor Visa |
---|---|---|---|---|---|---|---|
Immediate | 22 Jul, 2024 | Not Specified | 28 Apr, 2024 | N/A | Matlab,Machine Learning,English,Data Mining,Statistics,Computer Science,Interpersonal Skills,C++,Writing | No | No |
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Description:
The School of Computer Science and Engineering (SCSE) invites applications for the position of Research Fellow.
Key Responsibilities:
- Preprocess real brain imaging data for further analytical tasks;
- Perform literature review and background study on graph analytics for brain network analysis;
- Design novel and effective Data Mining & Machine Learning techniques (e.g., GNN-based models) for brain network analysis, develop/implement prototypes of the solutions, and validate their effectiveness empirically;
- Publish the research work in top-tier research venues.
Job Requirements:
- Possess PhD degree in Computer Science, or a related discipline with a focus on Machine Learning, Data Mining, or Statistics.
- Experiences in designing and developing graph analytics and/or brain network analysis technologies, in particular in GNN models.
- Good programming skills in e.g., Python, Matlab, C++, etc.
- Good interpersonal skills.
- Excellent teamwork awareness.
- Good communication and writing in English.
- Strong research experience will be a plus.
We regret that only shortlisted candidates will be notified.
Hiring Institution: NT
Responsibilities:
- Preprocess real brain imaging data for further analytical tasks;
- Perform literature review and background study on graph analytics for brain network analysis;
- Design novel and effective Data Mining & Machine Learning techniques (e.g., GNN-based models) for brain network analysis, develop/implement prototypes of the solutions, and validate their effectiveness empirically;
- Publish the research work in top-tier research venues
REQUIREMENT SUMMARY
Min:N/AMax:5.0 year(s)
Information Technology/IT
IT Software - Other
Software Engineering
Graduate
Computer Science, Statistics
Proficient
1
Singapore, Singapore