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CSIRO Postdoctoral Fellowship - Embedded/Edge AI for Intelligent Sensing
CSIRO Early Research Career (CERC) Postdoctoral Fellowships provide opportunities to scientists and engineers who have completed their doctorate and have less than three years relevant postdoctoral work experience. These fellowships aim to develop the next generation of future leaders of the innovation system. The position sits within the Distributed Sensing Systems (DSS) group as part of a strategic and integrated research effort on machine learning/AI models for the aforementioned distributed/edge environments, through techniques that include but are not limited to: model design, model distillation, model quantization, distributed training, etc.
Your duties will include: Obtaining an overview of the group’s research and engineering landscape and understanding the key underlying scientific challenges. Developing multimodal machine learning/AI models that help solve these scientific challenges and potentially fit into the distributed/edge computational environment. Implementing these models and methods efficiently using programming frameworks such as TensorFlow/TensorFlow Lite and PyTorch in a lab environment.
Carrying out evaluation of the developed software to demonstrate its competitiveness and fitness for purpose, taking responsibility for functionality, performance and robustness. Publishing results in relevant international scientific venues (high-ranking journals and conferences). Location: Pullenvale, QLD Salary: AU$83K - AU$94K plus up to 15.
4% super Tenure: Specified Term of 3 years (Full-time) Reference: 70006 To be successful you will need: A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as machine learning, artificial intelligence, computer vision, computer science, statistics, data analytics, applied mathematics or applied physics. 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/TensorFlow Lite or PyTorch. Demonstrated experience in developing and evaluating multimodal learning models.
A sound history of publication in high-rank peer reviewed journals and/or authorship of scientific papers, reports, grant applications or patents. Proficiency of Python, C++ or equivalent. 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.
Diversity and Inclusion Strategy How to Apply Please apply by visiting: https://jobs.csiro.au/job/Brisbane%2C-QLD-CSIRO-Postdoctoral-Fellowship-Embedded-Edge-AI-for-Intelligent-Sensing/690999100/?localeen_GB Do not use MYGOV or Jobactive profile to apply Applications Close Wednesday 9th December, 2020, 11:00pm AEDT.