NATIONAL UNIVERSITY OF SINGAPORE

Research Fellow, AI for CS Automation

Location
Singapore
Posted
06 Jan 2022
End of advertisement period
05 Feb 2022
Ref
4646644
Contract Type
Permanent
Hours
Full Time

Job Description

The Research Fellow will be responsible for undertaking in-depth research and innovation in machine learning, data science, and artificial intelligence on natural language processing for information extraction and knowledge discovery that lead to publications in top-tier international conferences and journals, as well as real-world implementations.

Responsibilities:

  • Develop new concepts and algorithms in data science, machine learning, and artificial intelligence for natural language processing with a focus on information extraction and knowledge discovery from conversational data;
  • Be up-to-date on state-of-the-art methodologies in related technical fields and application domains;
  • Develop ideas for application of research outcomes;
  • Contribute to knowledge exchange activities with external partners and collaborators;

Qualifications

  • A PhD in Computer Science, with specialization related to machine learning, data mining, artificial intelligence or databases;
  • Proven ability to conduct independent research with a strong and relevant publication record;
  • Prior experience in knowledge graphs, information extraction, and knowledge discovery using state-of-the-art NLP approaches.  Experience with deep learning-based information retrieval, and/or deep generative natural language approaches for conversation AI would be a plus;
  • Excellent interpersonal communication and oral presentation skills in English

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