Postdoctoral Research Fellow / Research Fellow in Statistical Modelling
- Employer
- MACQUARIE UNIVERSITY - SYDNEY AUSTRALIA
- Location
- North Ryde, Australia
- Salary
- $106,089 to $141,790
- Closing date
- 20 Oct 2024
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- Academic Discipline
- Mathematics & Statistics, Physical Sciences
- Job Type
- Academic Posts, Research Fellowships, Postdocs
- Contract Type
- Fixed Term
- Hours
- Full Time
- Work with leading academics and researchers
- Build your academic networks
- Full-time, 2 years, fixed term
This role is open to application by statisticians or data scientists who have a strong research interest and growing reputation in statistical modelling or cognate fields with demonstrated interest in interdisciplinary and/or applied research. The successful candidate will support the research of Professor Samuel Muller, Head of School, and will collaborate with members of his research group.
The successful candidate will be expected to make a vigorous contribution in one or more of the following research areas and contribute to the supervision of PhD and MRes research students as well as assist and/or lead statistical consulting activities:
- Developing model visualisation methods to enable interactive and dynamic model building;
- Robust selection and estimation in regression type models;
- Variable selection and inference for statistically challenging data, including for longitudinal, clustered and correlated univariate and multivariate responses;
- Investigating theoretical properties of regularization methods in various asymptotic scenarios and improving these methods by learning from resampling-based stability information;
- Classification and improved prediction methods for multiplatform data;
- Devising statistical methods for the analysis of multi-layered and structured data in bioinformatics, microbiome and neuroscience applications.
About Us
The School of Mathematical and Physical Sciences represents a continuation of the traditions of the disciplines of Applied Mathematics, Astronomy, Physics, Pure Mathematics and Statistics at Macquarie University.
Macquarie is a university engaged with the real and often complex problems and opportunities that define our lives. Since our foundation 60 years ago, we have aspired to be a different type of university. Over the years, we've grown to become the centre of a vibrant local and global community. Connect with us today.
Selection Criteria
To be considered for this position, applicants must demonstrate that they fulfil the selection criteria below. This should be done in a separate document, attached to the application along with their CV. Candidates may also wish to include a Research Statement, addressing their research achievements to date, and plans for the future.
Essential criteria for appointment at Postdoctoral Research Fellow (Level A)
- PhD awarded or submitted, in statistical modelling or a closely related area in statistics, data science, engineering or mathematics
- Demonstrated ability to publish in the scientific literature
- Ability to support the Head of School's research program
- Ability to assist supervising postgraduate students
- Ability to work independently and collaboratively
- Experience of presenting research results at seminars and/or scientific meetings
- Strong written and oral communication skills
- Advanced computing skills including in programming in R
Essential criteria for appointment at Research Fellow (Level B)
- PhD in statistical modelling or a closely related area in statistics, data science, engineering or mathematics
- Demonstrated research ability that supports the Head of Department's research interests
- A strong record of research achievements as evidenced by high quality publications
- Ability to supervise postgraduate students
- Demonstrated ability to work independently and collaboratively
- Experience of presenting research results at scientific meetings
- Strong written and oral communication skills
- Strong computing skills including in programming in R
Desirable criteria
- Potential to generate collaboration and funding from industry
Salary package: From $106,089 (Level A, Step 6) to $141,790 (Level B, Step 6) per annum, plus 17% employer superannuation. Appointment level will be determined based on successful candidate's experience and skills.
Enquiries: Professor Samuel Muller via email samuel.muller@mq.edu.au
Applications Close:
20/10/2024 11:59 PM
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