Postdoctoral Research Fellow Positions: The Department of Statistics & Data Science at the National University of Singapore (NUS) is seeking two Postdoctoral Research Fellows to engage in cutting-edge research in statistical methods for data assimilation of high-dimensional time-series data and generative modeling.
Title: Postdoctoral Research Fellow Positions
Designation: Postdoctoral Research Fellow
| Details | Information |
|---|---|
| Start Date | Immediate |
| Duration | 2 years (Renewable for up to an additional year) |
| Salary Range | S$ 70k-90k / Year, plus benefits (Health Insurance, etc.) |
| Travel | Generous budget for attending conferences |
Research Area:
- Design and analysis of statistical methods for data assimilation of high-dimensional time-series data and generative modeling.
- Exploration of the intersection between diffusion-based models and traditional statistical tools.
Location:
National University of Singapore, Singapore
Eligibility/Qualification
Ideal candidates should have:
- A Ph.D. in Statistics, Computer Science, Physics, or a closely related field.
- Strong experience in Python programming.
- Experience with at least one deep-learning framework.
- A demonstrated record of academic publications.
- Research experience that aligns with the core focus of the research programme.
Job Description:
The successful candidates will focus on enhancing the robustness and accuracy of methods for data assimilation in high-dimensional dynamical systems and developing new sampling algorithms. They will leverage advancements in generative models and traditional statistical techniques to improve performance in data assimilation tasks.
How to Apply:
Prospective applicants are encouraged to contact Alex Thiery at a.h.thiery@nus.edu.sg for informal discussions regarding the position. Applications should include a CV and a cover letter detailing research experience and interests.
Last Date for Apply:
Positions will remain open until the right candidates are found.
