Associate Research Fellow in Computational Statistics

3 weeks ago


Wollongong, New South Wales, Australia University of Wollongong Full time
Job Title: Associate Research Fellow in Computational Statistics

We are seeking a highly skilled and motivated Associate Research Fellow in Computational Statistics to join our team at the University of Wollongong.

About the Role

The successful candidate will be part of the National Institute for Applied Statistics Research Australia (NIASRA), a leading research institute in statistics, and will contribute to the development of statistical methodology for contemporary and application-driven challenges in high-dimensional Bayesian statistics.

The candidate will work closely with Professor Sumeetpal Singh, the TIBRA Chair, to devise and implement effective Bayesian computational strategies, such as Markov Chain Monte Carlo and Sequential Monte Carlo, for high-dimensional statistical models.

Specific applications may include Bayesian learning of neural networks and Bayesian reinforcement learning.

Key Responsibilities
  • Conduct research in statistical methodology and statistical computing
  • Develop statistical methodology for contemporary and application-driven challenges in high-dimensional Bayesian statistics
  • Contribute to the supervision of an associated doctoral research studentship
Requirements

To be successful in this role, you will have a strong track record of high-quality research in statistical methodology, focusing on areas of Bayesian computations.

You will also have excellent communication and collaboration skills, and be able to work effectively in a team environment.

What We Offer

The University of Wollongong is committed to workplace equity, diversity, and inclusion. We value and acknowledge the importance of our people's diverse experiences, talents, and cultures that they bring to work with them each day.

We offer a dynamic and supportive work environment, with opportunities for professional development and growth.

How to Apply

To apply for this role, please submit a cover letter detailing your interest in this position, relevant qualifications, and include your research statement.

You are also required to attach an up-to-date CV and answer the selection criteria questionnaire as part of the application process.



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