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Csiro Postdoctoral Fellowship
3 months ago
Acknowledgement of Country:
CSIRO acknowledges the Traditional Owners of the land, sea and waters, of the area that we live and work on across Australia.
The Opportunity:
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Do you have a PhD in Biophysics, Applied Mathematics, Computational Biochemistry, Collaborative Intelligence?:
Do you have experience working at the intersection of Computer Science and Behavioural Science?:
Join the Protein and Molecular Modelling team within CSIRO Manufacturing in this 3-year postdoctoral role
CSIRO Early Research Career (CERC) Postdoctoral Fellowships provide opportunities to scientists and engineers who have completed their doctorate and have less than three years of relevant postdoctoral work experience.
The CERC Fellow will be part of the collaborative intelligence (CINTEL) Future Science Platform (FSP) developing tools and processes to integrate artificial and human intelligence in the context of biomolecular modelling.
An outstanding opportunity exists for a motivated and skilled researcher to join the Protein and Molecular Modelling (PMM) team in the Manufacturing Business Unit.
PMM is a team of multidisciplinary researchers that develop and use methods of applied mathematics, molecular modelling and molecular biology to enable discovery in computational chemistry, medicinal chemistry, biophysics and materials science.
The CERC Fellow will conduct research and development of a dynamic framework of collaborative intelligence to support projects in structural biology and biomolecular modelling.
An experienced researcher with excellent skills in computational structural biology, molecular biology and ML/AI methods with demonstrated appreciation of human-computer interaction factors will be required.
The CERC Fellow will need to have experience using a range of biomolecular modelling and bioinformatics software and have a sound knowledge of structural biology and molecular biology to inform decisions about protein biophysics and crystallography.
The CERC Fellow will need to have experience in ML/AI methods in the context of biochemistry or bioinformatics and be familiar with all the protein crystallography data repositories and formats.
Experience in experimental molecular biology will be a plus, but technical assistance and scientific advice will be available for experimental aspects of the work.
Your duties will include:
- Developing broad, enabling tools and dynamic workflows that facilitate protein modelling, protein crystallization and experimental designs for improved laboratory performance.
- Collaborating with the broader research group to develop and testing new protein modelling methods and predictive tools.
- Working with other CINTEL FSP researchers to understand and implement the best humanmachine collaboration practices.
- Significant enhancement of biological prediction accuracy allowing improved use of extensive, available, complex biological information
- Accelerating generation of in silico data through the development and use of innovative AI/ML collaborative strategies and algorithms.
Location:
Clayton, Victoria
Salary:
AU$92k - AU$101k plus up to 15.4% superannuation
Tenure:
Specified term of 3 years
Reference: 91293
To be considered you will need:
- A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as Biophysics, Applied Mathematics, Computational Biochemistry, Collaborative Intelligence or a relevant field
Please note:
To be_ _eligible for this role you must have no more than 3 years (or full-time equivalent) of postdoctoral research experience_.
_- Previous research experience working at the intersection of Computer Science or Modelling and Behavioural Science (including human factors, humancomputer interaction or similar).
- Demonstrated experience in experimental design, ML/AI and statistical analysis of complex data.
- Demonstrated ability to conduct independent research with limited supervision.
- High level written and oral communication skills with the ability to represent the research team effectively internally and externally, including the presentation of research outcomes at national and international conferences.
Position Description
Eligibility:
Flexible Working Arrangements:
We work flexibly at CSIRO, offering a range of options for how, when and where you work.
Diversity and Inclusion:
We are working hard to recruit people representing the diversity across our society, and ensure that all our people feel supported to do their best work and feel empowered to let their ideas flourish.
About CSIRO:
At CSIRO Australia's national science agency, we s
