Csiro Postdoctoral Fellowship in Unlocking Marine
2 weeks 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:
-
Do you have a PhD in physical oceanography, meteorology, or climate modelling?:
Contribute to developing a new generation of prediction models for marine extremes:
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.
The CERC Postdoctoral Fellow will take the lead in developing a new generation of prediction models for marine extremes that combine climate and ocean model simulations, ocean observations, and cutting-edge machine learning techniques, to overcome the under-sampling issue of the extreme events in the training data.
Your duties will include:
- Developing deep learning models for marine heatwave predictions in the Indo-Pacific Ocean
- Developing model strategies to overcome the rarity issue of the extreme event in observational records
- Evaluating machine learning modelling approaches against dynamic model forecasts and other statistical tools.
- Carrying out innovative, impactful research of strategic importance to CSIRO that will, where possible, lead to novel and important scientific outcomes.
Location:
Perth, WA
Salary:
AU$92k - AU$101k plus up to 15.4% superannuation
Tenure:
Specified term of 3 years
Reference: 90662
To be considered you will need:
- A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as physical oceanography, meteorology, climate modelling, 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 experience in designing, implementing, and using mathematical models to analyse and solve scientific problems.
- Highlevel programming skills in Python (or other programming languages) and demonstrated ability to handle large oceanography and climate datasets.
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.Join us and start creating tomorrow today
How to Apply:
Applications Close:
31 January 2023, 11:00pm AEDT
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