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Postdoctoral Research Associate in Mathematics for Trustworthy AI

Employer
UNIVERSITY OF SYDNEY
Location
Camperdown, Australia
Salary
Level A, $105,314 - $116,679 p.a. + 17% superannuation
Closing date
13 Oct 2024
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Job Details

  • Full time, 2 years fixed term. Located at the School of Mathematics and Statistics, Camperdown Campus
  • Opportunity to contribute to research in mathematics for trustworthy AI at the University of Sydney
  • Base Salary Level A, $105,314 - $116,679 p.a. + 17% superannuation

About the opportunity

The School of Mathematics and Statistics is currently seeking a Postdoctoral Research Associate in Mathematics for Trustworthy AI to work on stochastic optimisation and statistical theory for deep representation learning, fair machine learning, privacy-preserving learning, multi-objective learning, and AI Safety. There will be potential opportunities to visit the IBM research center in Yorktown heights New York, to conduct collaborative research related to trustworthy AI.

Your key responsibilities will be to:

  • design efficient stochastic optimisation algorithms for trustworthy machine learning, deep representation learning, multi-objective learning, and AI Safety
  • work on statistical generalization theory for optimisation algorithms and the intricate interaction between statistics, computational optimization, and trustworthy elements (e.g., fairness, differential privacy, and robustness)
  • conduct extensive experimental validation of the developed learning algorithms and carry out industrial applications
  • contribute to external engagement and academic communications.

About you

The University values courage and creativity; openness and engagement; inclusion and diversity; and respect and integrity. As such, we see the importance of recruiting talent aligned to these values and are looking for a Postdoctoral Research Associate in Mathematics for Trustworthy AI who has:

  • a PHD (or near completion?) in mathematics, applied mathematics, data science, statistics, or a related area
  • an excellent track record of publishing high-quality papers on machine/deep learning, machine learning theory or optimisation in top-tier - outlets (?)
  • research experience in machine learning and related areas
  • a solid mathematics background
  • good programming skills
  • good communication skills.

To keep our community safe, please be aware of our COVID safety precautions which form our conditions of entry for all staff, students and visitors coming to campus.

Pre-employment checks

Your employment is conditional upon the completion of all roles required pre-employment or background checks in terms satisfactory to the University. Similarly, your ongoing employment is conditional upon the satisfactory maintenance of all relevant clearances and background check requirements. If you do not meet these conditions, the University may take any necessary step, including the termination of your employment.

EEO statement

At the University of Sydney, our shared values include diversity and inclusion and we strive to be a place where everyone can thrive. We are committed to creating a University community which reflects the wider community that we serve. We deliver on this commitment through our people and culture programs, as well as key strategies to increase participation and support the careers of Aboriginal and Torres Strait Islander People, women, people living with a disability, people from culturally and linguistically diverse backgrounds, and those who identify as LGBTIQ. We welcome applications from candidates from all backgrounds.

How to apply

Applications (including a cover letter, CV, and any additional supporting documentation) can be submitted via the Apply button at the top of the page.

For employees of the University or contingent workers, please login into your Workday account and navigate to the Career icon on your Dashboard. Click on USYD Find Jobs and apply.

Copyright The University of Sydney

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

Click to view the Position Description for this role.

Applications Close

Sunday 13 October 2024 11:59 PM

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
AU

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