Csiro Postdoctoral Fellowship in Detecting Dark

2 weeks ago

Perth, Western Australia CSIRO Full time

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.

We acknowledge their continuing connection to their culture and pay our respects to their Elders past and present. View our vision towards reconciliation

The Opportunity:

-
Do you have a PhD in Astrophysics, Computer Science, Mathematics, or Software Engineering?:


  • Contribute to improving the reliability of detecting gas-rich dark galaxies:
-
Join CSIRO
Australia's leading scientific research organisation


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.

These fellowships aim to develop the next generation of future leaders of the innovation system.

Dark galaxies are dark matter dominated massive galaxies with very few stars.

The focus of this project is aimed at improving upon the reliability of detecting gas-rich dark galaxies which typically have low signal-to-noise ratios (SNR) from the WALLABY survey using the Australian SKA Pathfinder (ASKAP).


Your duties will include:

  • In collaboration with crossinstitutional astronomers, developing and implementing machine learning / deep learning solutions to the low signaltonoise big data faced by the nextgeneration allsky survey for atomic Hydrogen.
  • Effectively translating machine/deep learning techniques to synthesis radio astronomy problems using CSIRO HPC facilities.
  • Publishing results and methods in relevant international journals (and conferences) and release solutions onto public repositories such as GitHub.

Location:
Perth, WA

Salary:
AU$89k - AU$98k plus up to 15.4% superannuation

Tenure:
Specified term of 3 years

Reference: 90751

To be considered you will need:

  • A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as Astrophysics/Physics, Computer Science, Mathematics, Software Engineering or similar

Please note:

To be_ _eligible for this role you must have
no more than 3 years (full-time equivalent) of postdoctoral research experience_.

_

  • Demonstrated understanding of interferometric spectral line observations (or hyperspectral data from indirect imaging).
  • Demonstrated ability to work effectively in large distributed scientific collaborations.
For full details about this role please view the Position Description

Eligibility:


Applications for this position are open to Australian/New Zealand Citizens, Australian Permanent Residents or Australian temporary residents currently residing in Australia who are able to commence in the role by 30 June 2023.


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 solve the greatest challenges through innovative science and technology.

We put the safety and wellbeing of our people above all else and earn trust everywhere because we only deal in facts.

We collaborate widely and generously and deliver solutions with real impact.

CSIRO is committed to values-based leadership to inspire performance and unlock the potential of our people.

Join us and start creating tomorrow today

How to Apply:

Applications Close:

31 January 2023, 11:00pm AEDT

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