Postdoctoral Fellow in Generative Modeling: Two Postdoctoral Research Fellow positions are available in the Department of Statistics & Data Science at the National University of Singapore (NUS). These positions are offered on a two-year contract basis, with the possibility of renewal subject to review.
Postdoctoral Research Fellow in Data-Assimilation and Generative Modeling
Designation:
Postdoctoral Research Fellow
Research Area:
The primary focus is on the design and analysis of statistical methods for data assimilation of high-dimensional time-series data and generative modeling. The project explores the intersection of data assimilation and generative models, aiming to enhance robustness and accuracy in high-dimensional dynamical systems and develop new sampling algorithms.
Location:
National University of Singapore (NUS), Department of Statistics & Data Science
Eligibility/Qualification:
- 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:
- Engage in research on the design and analysis of statistical methods for data assimilation of high-dimensional time-series data and generative modeling.
- Explore the application of recent methodological developments in generative models to traditional statistical tools used in data assimilation.
- Contribute to the development of new sampling algorithms.
- Collaborate with the research team and participate in conferences with a generous travel budget.
- The position is full-time, starting immediately, and is renewable for up to an additional year based on performance.
How to Apply:
Prospective applicants are highly encouraged to get in touch informally to discuss further details about the position. Queries should be addressed to Alex Thiery at a.h.thiery@nus.edu.sg.
Last Date for Apply:
The positions will remain open until we find the right candidates.
Additional Details:
- Start Date: Immediate
- Duration: 2 years (Renewable for up to an additional year)
- Salary Range: S$ 70k-90k / Year, plus benefits (Health Insurance / etc.)
- Contact: Alex Thiery at a.h.thiery@nus.edu.sg
