Research Fellow (Data Science, Computational Science and Engineering)
- Recruiter
- NATIONAL UNIVERSITY OF SINGAPORE
- Location
- Singapore
- Posted
- 04 Sep 2023
- End of advertisement period
- 04 Oct 2023
- Ref
- 14427944
- Academic Discipline
- Engineering & Technology, Computer Science
- Job Type
- Academic Posts, Research Fellowships
- Contract Type
- Fixed Term
- Hours
- Full Time
Job Description
MathEXLab is looking for a self-motivated, proactive and highly creative Research Fellow in machine learning, natural language processing and sequence-to-sequence modeling for extreme weather forecasting applications. The ideal candidate should be skilled in coding, and software development, and be highly proficient in Python, natural language processing and neural networks for sequence-to-sequence modeling.
The project is in collaboration with ECMWF, Argonne National Laboratory (USA), CNRS (France), and University of Cambridge (United Kingdom), the latter starting from 2023. The primary objective of the project is to provide a fast computational framework for extended-range extreme weather forecasts, as well as quantify damage and develop mitigation strategies for extreme weather events.
Qualifications
- PhD in Computer Science.
- Good problem-solving skills.
- Proficient in English writing and verbal communication skills.
- Coding and software development (Python, Tensorflow or Pytorch).
- Natural Language Processing.
- Neural networks.
More Information
Location: Kent Ridge Campus
Organization: College of Design and Engineering
Department : Mechanical Engineering
Employee Referral Eligible: No
Job requisition ID : 19676
