Research Scientist, Scis

2 weeks ago


Singapore Singapore Management University Full time

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 stateoftheart 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 problemsolving skills
  • Selfmotivated individual who can work independently and also collaboratively with team members


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