Postdoctoral Researcher (Computer Vision)Job no: 515436
Work type: Fixed term - Full-time
Campus: Adelaide
Categories: Research Institutes, Level B
Level B at $111,031 to $131,335 per annum plus an employer contribution of 17% superannuation applies. Two fixed-term positions available for up to 12 months (with potential to extend depending on project end date). Flexible work arrangements can be negotiated with the right candidate. Be part of the Australian Institute for Machine Learning – the largest computer vision and machine learning research group in Australia – and contribute to world-leading research projects at the Centre for Augmented Reasoning. This postdoctoral research position lies within the Centre for Augmented Reasoning (CAR), that forms part of the Australian Institute for Machine Learning (AIML). It offers the opportunity to carry out research within a world-class team working at the intersection of computer vision and natural language processing. The appointed candidate/s will be working directly with CAR Director, Prof Anton van den Hengel and his research team to publish research outputs. The candidate will need to demonstrate agility in managing and leading multiple projects and work independently in this ever-changing and fast-paced sector.
The tasks of the postdoctoral researcher will include:
To work closely with CAR director and researchers to scope and develop research ideas.To develop algorithms, machine learning models, Python modules, demonstrators and training pipelines for publication and translation into commercial products that can be widely and reliably adopted.Following design standards and principles, to determine the specification, design and benchmarking/testing of software, components, interfaces, and related characteristics.To develop and iterate prototypes that provide solutions for end-users.To establish and maintain stakeholder relationships through effective communication, negotiation and issues management to engage stakeholders and ensure project deliverables are met.Outputs will include:
Project scoping and problem analysis reports.Research publications in high-quality journals and conferences.This exciting role will contribute to the Centre for Augmented Reasoning's objective to build world-class research and engineering capability in machine learning while demonstrating the potential and impact of this knowledge for industries in Australia. To be successful you will need: A completed PhD or a submitted PhD thesis in either computer science, computer/software engineering, electrical or electronic engineering, mechanical/mechatronic engineering, or in a related discipline.Engineering experience in the translation of machine learning, or related research, into an applied or client context.Programming experience and expertise in Python or languages such as Linux OS, C++, .NET, and Java, and one or more relevant deep learning libraries and ML platforms such as PyTorch or Tensorflow, Scikit learn, or CARET, including a track record of effective deployment of these within artificial intelligence or machine learning projects or client problems.Experience in delivering working software and integrated software/hardware solutions, preferably in the Agile software development methodology.Experience in large data sets and their platforms/tools, cloud-based architectures, and deployment frameworks for machine learning algorithms.Experience in Deep Learning techniques and solutions used in commercial software development.A track record of publications in machine learning, computer vision, artificial intelligence and/or robotics conferences and/or journals.Preference will be given to Australian citizens, Australian permanent residents, or New Zealand citizens. Enjoy an outstanding career environment AIML is Australia's leading research institute in machine learning and artificial intelligence. AIML's computer vision research is among the best in the world. With world-leading researchers, modern facilities and an innovative culture, we're committed to delivering research that is highly valued by our local and global communities.
The University of Adelaide is a uniquely rewarding workplace. The size, breadth and quality of our education and research programs - including significant industry, government and community collaborations - offers you vast scope and opportunity for a long, fulfilling career.
Our culture is one that welcomes all and embraces diversity consistent with our Staff Values and Behaviour Framework and our Values of integrity, respect, collegiality, excellence and discovery. We firmly believe that our people are our most valuable asset, so we work to grow and diversify the skills, knowledge and capability of all our staff.
In addition, we offer a wide range of attractive staff benefits. These include: salary packaging; flexible work arrangements; high-quality professional development programs and activities; and an on-campus health clinic, gym and other fitness facilities.
As a member of Australia's G08, the University of Adelaide is recognised as one of the nation's most respected research-intensive universities, challenging and inspiring graduates to make a real difference.
If you have the talent, we'll give you the opportunity. Together, let's make history. Click on the 'Apply Now' button to be taken through to the online application form. Please ensure you submit a cover letter, resume, and upload a document that includes your responses to all of the selection criteria for the position as contained in the position description or selection criteria document.
Applications close: 11:55pm (South Australia time), 5th of January 2025.
For further information For a confidential discussion regarding this position, contact:
Program Manager, Centre for Augmented Reasoning
The University reserves the right to close this advertisement before the closing date if a suitable candidate is identified. The University of Adelaide is an Equal Employment Opportunity employer committed to providing a working environment that embraces and values diversity and inclusion. Female applicants, people with a disability and/or and Aboriginal and Torres Strait Islander people who meet the requirements of this position are strongly encouraged to apply. Advertised: 25 Nov 2024 12:00 AM
Applications close: 05 Jan 2025 11:55 PM
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