The University of AdelaideAdelaide, South AustraliaSimilar Jobs
Closing: 05-Jan-2025
Job Summary
Dates
Opening Date: 25-Nov-2024
Closing Date: 05-Jan-2025
Location
Adelaide, South Australia
Salary
Level B at $111,031 to $131,335 per annum plus an employer contribution of 17% superannuation applies.
Responsibilities
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.
Requirements
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.
Benefits
Salary packaging
Flexible work arrangements
High-quality professional development programs and activities
On-campus health clinic, gym and other fitness facilities.
Notes
Preference will be given to Australian citizens, Australian permanent residents, or New Zealand citizens.
The University reserves the right to close this advertisement before the closing date if a suitable candidate is identified.