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Postdoctoral Researcher, FPGA-based Machine Learning

Employer
UNIVERSITY OF SYDNEY
Location
Sydney, Australia
Closing date
7 Jul 2019

Job Details

School of Electrical and Information Engineering

Faculty Engineering

  • Research Opportunity in the School of Electrical and Information Engineering
  • Full-time for 1 year (Renewable), Located at Camperdown Campus
  • Base Salary: $73,420-$98,940 p/a plus leave loading and a generous employer’s contribution to superannuation.  

About the opportunity 

This project is focused on the challenge of applying real-time machine learning to massive high-frequency data streams such as those seen in radio frequency applications. We will apply new machine learning techniques to radio signals, improve upon current machine-learning techniques and innovate methods for translating computationally complex machine-learning algorithms directly to circuit-based execution. The key will be to develop a system capable of interpreting and predicting radio frequency traffic and propagation, and understanding what can be achieved in real-time with current and future technology.

About you

The University of Sydney is a world-renowned university offering the highest quality teaching, learning, and research facilities.  Sydney is located on Australia's south-east coast and features year-round sunshine and the world's best beaches. The Computer Engineering Lab in the Department of Electrical and Information Engineering is seeking postdoctoral researchers and PhD students for a research initiative funded by the Defense Cooperative Research Centre on Trusted Autonomous Systems. As such you should have completed your PhD in reconfigurable computing or a closely related discipline and be interested in machine learning.

About us

The University of Sydney is a world-renowned university offering the highest quality teaching, learning, and research facilities. Sydney is located on Australia's south-east coast and features year-round sunshine and the world's best beaches.

The School maintains a strong tradition of research-led teaching matched by a commitment to excellence in innovation. The School’s research tradition is built upon strong disciplines supported by cross-disciplinary initiatives, and commitments to rigor and depth in research and research training.

The School of Electrical and Information Engineering has a reputation for the quality of its graduates, innovation in its undergraduate curriculum and for the strength of its research and postgraduate teaching programs. Major research outcomes have been achieved in the fields of software, bio-electronics, computer engineering, photonics, power and telecommunication engineering.

Since our inception 160 years ago, the University of Sydney has led to improve the world around us. We believe in education for all and that effective leadership makes lives better. These same values are reflected in our approach to diversity and inclusion and underpin our long-term strategy for growth. We’re Australia's first university and have an outstanding global reputation for academic and research excellence. Across our campuses, we employ over 7600 academic and non-academic staff who support over 60,000 students.

We are undergoing significant transformative change which brings opportunity for innovation, progressive thinking, breaking with convention, challenging the status quo, and improving the world around us.

How to apply 

For more information on the position and University, please view the candidate information pack available from the job’s listing on the University of Sydney careers website.

All applications must be submitted via the University of Sydney careers website. Visit sydney.edu.au/recruitment and search by the reference number 1052-0519F to apply.

Other:

Note: This role is open only to Australian Citizens (due to the candidates being involved in Defence projects that require security clearance). Permanent residents and those requiring sponsorship are not eligible to apply. Citizens of Canada, New Zealand, the United Kingdom, the United States and NATO nations will also be considered.

Closing date: 11:30pm, 7 July 2019

The University of Sydney is committed to diversity and social inclusion. Applications from people of culturally and linguistically diverse backgrounds; equity target groups including women, people with disabilities, people who identify as LGBTIQ; and people of Aboriginal and Torres Strait Islander descent, are encouraged.

If we think your skills are needed in other areas of the University, we will be sure to contact you about other opportunities.

© The University of Sydney

The University reserves the right not to proceed with any appointment.

Company

The University of Sydney was established in 1850 and is consistently recognised, both locally and internationally, for its outstanding teaching and research excellence. Sydney alumni include Prime Ministers, Governor Generals, Nobel Prize winners and leaders in every field of endeavour.

The University offers a comprehensive range of courses, including a number of disciplines unique in Australia. Teaching is spread across nine different state-of-the art campuses, located across New South Wales.

The University of Sydney’s commitment to excellence in research has resulted in an outstanding record in national competitive funding and underpins an approach to teaching which has won nominations for excellence and resulted in high student satisfaction ratings. The University has 78 research centres and institutes and is home to three ARC Centres of Excellence.

The teaching, research and cultural life of the University is supported by extensive facilities, including the largest library collection in the Southern Hemisphere, the world-class Nicholson Museum of archaeological antiquities, the Macleay Museum of natural history and ethnographic collections and the University Art Gallery. Its outstanding sporting and recreation facilities provide a training centre for students and Olympic athletes.

The University of Sydney is a key member of the Group of Eight Australian major research-intensive universities, and the Worldwide Universities Network.

Campuses

The University of Sydney has nine official campuses.

1.         Camperdown/Darlington Campus.

2.         Cumberland Campus. Home to the Faculty of Health Sciences (based in Lidcombe).

3.         Mallett Street Campus. Home of the Sydney Nursing School.

4.         Sydney Conservatorium of Music Campus. In Macquarie Street, central Sydney.

5.         Rozelle Campus. Home to Sydney College of the Arts.

6.         Surry Hills Campus. Home to the Faculty of Dentistry.

7.         Camden Campus. Contains facilities connected to the Faculty of Veterinary Science and the Faculty of Agriculture and Environment.

8.         Burren Street Campus. Facilties are currently under development.

9.         Sydney Medical School campuses. These include the School of Rural Health (in Dubbo and Orange), the Royal Prince Alfred Hospital, Concord Hospital, Westmead Hospital, the Children’s Hospital at Westmead, Nepean Hospital, Northern Clinical School, Sydney Adventist Hospital, Broken Hill University Department of Rural Health, and Northern Rivers University Department of Rural Health.

Faculties

The University of Sydney has 16 faculties.

1. Agriculture and Environment

2. Architecture, Design and Planning

3. Arts and Social Sciences

4. Business (Business School)

5. Dentistry

6. Education and Social Work

7. Engineering and Information Technologies

8. Health Sciences

9. Law (Sydney Law School)

10. Medicine (Sydney Medical School)

11. Nursing and Midwifery

12. Pharmacy

13. Science

14. Sydney College of the Arts

15. Sydney Conservatorium of Music

16. Veterinary Science

Number of Employees

Full-time employees: 7616

For more information, please visit: http://sydney.edu.au/

Company info
Telephone
+(61) 2 9351 2222
Location
UNIVERSITY OF SYDNEY
NEW SOUTH WALES
2006
Australia

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