CSIRO - Data61 (View other jobs from this organisation)
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CSIRO Postdoctoral Fellowship in Multi-Task Learning
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.
The CSIRO Data61 and Agriculture and Food business units are recently established a new 3-year shared strategy project to develop digital/data transformation for agriculture. As a member of this multidisciplinary team, you will work with CSIRO scientists, engineers and collaborate with national and international university partners to develop new machine learning and artificial intelligence methods that have general applicability for decision making in environmental management.
The postdoctoral researcher will work closely with leading scientists in the Data61 machine learning and data analytics and the Agriculture and Food business unit, developing fundamental and transformative algorithms and workflows for multiple actors landscape management. Your research will focus on machine learning algorithms such as graph neural networks that combine multiple data sources with domain knowledge and constraints to capture dynamic interactions between multiple actors and predict probability of outcomes given all the variables. The successful candidate will work within national and international settings and as part of a diverse multidisciplinary team.
Location: Brisbane, Queensland
Salary: AU$89k - AU$98k plus up to 15.4% superannuation
Tenure: Specified term of 3 years
Reference: 75541
For full details about this role please view the Position Description
To be eligible to for role, you must be an Australian/New Zealand Citizen, Australian Permanent Resident or Australian temporary resident currently residing in Australia and be able to commence in the role by early 2022.
The successful applicant will be required to obtain and provide a National Police Check or equivalent.
We work flexibly at CSIRO, offering a range of options for how, when and where you work.
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.
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!
Please apply on-line and provide a cover letter and CV that best demonstrate your motivation and ability to meet the requirements of this role.
30 November 2021, 11:00pm AEDT