Research Fellow, AI for CS Automation
- Employer
- NATIONAL UNIVERSITY OF SINGAPORE
- Location
- Singapore
- Closing date
- 5 Jan 2022
View more
- Academic Discipline
- Computer Science, Engineering & Technology
- Job Type
- Academic Posts, Research Fellowships
- Contract Type
- Permanent
- Hours
- Full Time
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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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