Postdoctoral Research Fellow (B/C) - Innovation
- Adelaide, SA
- Permanent
- Full-time
- 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.
- Project scoping and problem analysis reports.
- Research publications in high-quality journals and conferences.
- Technology Readiness Level 2 practical applications through to Level 4 testing and validation.
- 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 large data sets and their platforms/tools, cloud-based architectures, and deployment frameworks for machine learning algorithms.
- Industry experience in Deep Learning techniques and solutions used in commercial software development.
- A minimum of two years post-doctoral research experience, whether in academia or industry, including leadership experience.
- A track record of publications in machine learning, computer vision, artificial intelligence and/or robotics conferences and/or journals, commensurate with experience and opportunity.
Program Manager, Centre for Augmented Reasoning
E:You'll find a full selection criteria document below: (If no links appear, try viewing on another device or in a different web browser)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. If you have any support or access requirements, we encourage you to advise us at time of application.RequirementsAdditional InformationWork Location(s)Number of offers available 1 Company/Institute UNIVERSITY OF ADELAIDE Country Australia City Adelaide Postal Code Adelaide GeofieldWhere to apply WebsiteContact CityAdelaideSTATUS: EXPIRED
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