SINGAPORE MANAGEMENT UNIVERSITY

Research Fellow, Living Analytics Research Centre

Location
Singapore
Posted
Monday, 22 February 2021
End of advertisement period
Sunday, 21 March 2021
Contract Type
Fixed Term
Hours
Full Time
  • Contract
  • Middle Management
  • PhD
  • Singapore | Closing On 21 Mar 2021

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

  • Design research methodologies and develop algorithms and models
  • Design and develop hybrid approaches combining knowledge graph, machine-learning/deep learning and multi-task learning in training AI models
  • Design, conduct experiments and implement applications, tools and systems
  • Assist to develop analytics capabilities in big data infrastructure

Qualifications

  • PhD in Computer Science or related disciplines
  • Good knowledge in relevant research topics and possess related research skills
  • Proficiency in at least one or more of these programming languages: Python, Java, C#, C++ and C
  • Familiarity with one or more of the open source NLP frameworks (BERT, NLTK, SpaCy, ULMFiT)
  • Prior research in the AI, Deep Learning and Machine Learning field is an added advantage, preferably with significant hands-on experience with frameworks such as Tensorflow, Keras, PyTorch Self-motivated and able to carry out tasks independently
  • Excellent team player and possess strong inter-personal skills
  • Analytical and meticulous with attention to details

Similar jobs

Similar jobs