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Csiro Postdoctoral Fellowship in Machine Learning
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 Machine Learning, Computer Vision, Computer Science, Statistics or Mathematics?:
Do you want to advance your scientific knowledge & experience?:
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.
We are seeking to appoint a highly motivated postdoctoral fellow to conduct cutting-edge research broadly on the theme of
incorporating domain knowledge into machine learning models for computer vision.
The appointed fellow with collaborate closely with the University of Adelaide's Centre for Augmented Reasoning, hosted by the Australian Institute for Machine Learning.
We expect that the fellow will be able to translate their core research into an applied setting of interest to CSIRO in their final year.
Your duties will include:
- Carrying out innovative, impactful research of strategic importance to CSIRO that will, where possible, lead to novel and important scientific outcomes.
- Recognising and exploiting opportunities for innovation and the generation of new theoretical perspectives, and progress opportunities for the further development or creation of new lines of research to be applied in a range of domains such as environmental science and manufacturing.
- Working collaboratively with colleagues within the team and across CSIRO in internal and external projects with associated deliveries.
- Independently undertake experimental and/or observational research activities, often requiring the supervision and/or training of others to ensure experiments are established in accordance with research design, or as required.
Location:
Canberra, ACT (other locations may be considered)
Salary:
AU$92k - AU$101k plus up to 15.4% superannuation
Tenure:
Specified term of 3 years
Reference: 92082
To be considered you will need:
- A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as Machine Learning, Computer Vision, Computer Science, Statistics or Mathematics
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 solid history of peer reviewed publication (e.g. NeurIPS, ICLR, ICML, AAAI, CVPR, ICCV, AISTATS, JMLR).
- Demonstrated experience in conducting research and development activities in one or more of the following: machine learning or deep learning, computer vision, optimisation, scientific computing, computer science, mathematics.
- Confident Python programming and experience with one or more ML platforms such as PyTorch, Tensorflow.
- 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 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:
21 May 2023, 11:00pm AEST/AEDT
