CSIRO Postdoctoral Fellowship in Machine Learning and Artificial Intelligence in Materials Science
- Commonwealth Scientific & Industrial Research Organisation (CSIRO)
- Location: Melbourne, Australia
- Job Number: 7072710 (Ref #: 69947)
- Posting Date: Dec 1, 2020
- Application Deadline: Jan 10, 2021
Do you have an interest in machine learning and artificial intelligence?
Use your skills to underpin the next generation of Australian science.
Join CSIRO’s Data61, the largest data innovation group in Australia
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.
In this position you will undertake research in new machine learning and artificial intelligence (ML/AI) methods with a specific emphasis on helping to solve challenges that will open new vistas of scientific knowledge and have a positive impact in fields including material science, soft robotics and additive manufacturing.
Your duties will include:
*Developing and implementing machine learning or artificial intelligence expertise as applied to both the analysis of computational generated and real-world materials data sets, as well as in the design of the computational experiments as part of a data driven science initiative to accelerate materials optimisation and other complex scientific workflows.
*Implementing these methods efficiently using programming tools such as R, Python and TensorFlow.
*Carrying out high impact research of strategic importance to CSIRO, with the aim of achieving innovative and wide-reaching scientific outcomes and ideas for further research.
*Collaborating with members of a diverse project team and external partners to ensure research directions can lead to lasting impact in application domains.
Location: Docklands VIC
Salary: AU$86,434k – AU$94,679k plus up to 15.4% superannuation
Tenure: Specified term of 3 years
To be considered you will need:
*A doctorate (or will shortly satisfy the requirements of a PhD) in a Platform-relevant discipline area, such as machine learning, artificial intelligence, computer science, statistics, data analytics, applied mathematics or applied physics.
Please note: To be eligible for this role you must have no more than 3 years (or part time equivalent) of postdoctoral research experience.
*A history of professional and respectful behaviours and attitudes in a collaborative environment.
*Solid knowledge of machine learning, artificial intelligence, and statistics, and the ability to understand and develop mathematically-founded machine learning algorithms and their development in toolkits such as TensorFlow, PyTorch or mlpack.
For full details about this role please view the Position Description on the CSIRO website
The successful applicant will be required to obtain and provide a National Police Check or equivalent.
Flexible Working Arrangements
We work flexibly at CSIRO, offering a range of options for how, when and where you work. Talk to us about how this role could be flexible for you.
Diversity and Inclusion
We are working hard to recruit diverse people and ensure that all our people feel supported to do their best work and feel empowered to let their ideas flourish.
We are committed to the safety and wellbeing of all children and young people.
At CSIRO, Australia's national science agency, we solve the greatest challenges through innovative science and technology.
CSIRO’s Data61 is the data and digital specialist arm of CSIRO. We are creating Australia’s data-driven future.
Join us and start creating tomorrow today!
How to Apply
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.
Sunday 10 January 2021, 11:00 pm AEDT
We’re working hard to build a safe and welcoming culture where people can bring their whole selves to work. Valuing and enabling difference empowers our people, unlocking their potential to innovate and shape the future for our customers, all Australians and the world. We do the extraordinary every day. We innovate for tomorrow and help improve today. We're the people that stay awake solving the world’s big questions. This is true of our science and of our people. Our mission is to create benefit for Australia through impactful science and innovation but we know that that's not possible without an inclusive and diverse culture. We're working hard to recruit diverse people and ensure all our people feel supported to do their best work and empowered to let their ideas flourish.