Research Fellow in Secure Natural Language Processing job with UNIVERSITY OF MELBOURNE

Research Fellow in Secure Natural Language Processing job with UNIVERSITY OF MELBOURNE

location: Parkville
role type: full time; Fixed term for 12 months
College: College of Engineering and Information Technology
Department / School: Faculty of Computers and Information Systems
salary: Level A – $95,179 – $102,163 annually plus 17% Super

Founded in 1853, and University of Melbourne It is the number 1 university in Australia and is consistently ranked among the world’s leading universities. We are proud of our people, our commitment to excellence in research and education, and our global engagement.

Faculty of Engineering and Information Technology (FEIT) Strongly committed to supporting diversity and flexibility in the workplace. Improving the representation of women is essential to our goal of innovation and to enhance FEIT’s reputation as a best-in-class research center.

About the College of Computing and Information Systems (CIS) We are international research leaders with a focus on making impact and making a real difference in three key areas: data and knowledge, platforms and systems, and people and organizations.

In the School of Computing and Information Systems, you’ll find curious people, big problems, and plenty of opportunities to make a real difference in the world.

About the role:

The University of Melbourne is looking for a Research Fellow to work at the intersection of machine learning, natural language processing, and privacy. The research will specifically address the development and evaluation of privacy-preservation algorithms for natural language processing methods, including comprehensive training and pipeline deployment of machine learning models for text generation. The work will benefit from many frameworks such as Unified Learning and Differential Privacy.

The research fellow will work in the Natural Language Processing group in the School of Computing and Information Systems at the University of Melbourne and will work under the supervision of Professor Trevor Kuhn and Associate Professor Olia Oremenko.

This position provides an opportunity for the budding researcher to build their research career in the context of research with strong practical value

Responsibilities include:

Independently plan and conduct research on the candidate research project and work to complete project objectives within effective timeframes and milestones.

  • Perform data analysis, be responsible for the qualitative and statistical analysis of research data and communicate this information to the chief investigators and collaborators;
  • Publish results in high-quality conferences and journals and conduct presentations to a wide audience, including key industry partners,
  • Identify sources of funding to support individual or collaborative projects, related to teaching, research and practice participating in the discipline;

around you:

You are a passionate researcher with experience in machine learning or computational linguistics. You are able to work independently, and easily manage your workload with excellent organizational and project management skills. You have highly developed interpersonal skills and the ability to build effective relationships with a wide range of stakeholders. Your strong communication skills allow you to communicate technical concepts to a wide range of audiences.

You will also have:

  • A PhD in Computer Science or a related field, awarded or about to be completed
  • An emerging research track record and recognition of high-quality research output, evidenced by publications and the development of research initiatives
  • Strong programming skills and ability to implement practical systems

For the specific responsibilities of this role, please refer to the attached job description.

You will be supported to pursue achievement in all pillars of academic life:

  • Research and research training
  • Contribute to teaching and learning
  • engagement
  • Service and leadership

Benefits of working with us

In addition to having the opportunity to grow and be challenged, and to be a part of vibrant campus life, our employees enjoy an array of rewarding benefits:

  • Flexible work arrangements and generous personal, parental and cultural leave
  • Competitive pay, 17% super, salary packing and loading leave
  • Free and subsidized health and wellness services, and access to fitness and cultural clubs
  • Discounts on a wide range of products and services including Myki and Qantas Club cards
  • Career development opportunities and 25% discount on postgraduate courses for employees and their immediate families

To find out more, please visit https://about.unimelb.edu.au/careers.

be yourself

At UoM, we value the unique backgrounds, experiences, and contributions each person brings to our community, and we encourage and celebrate diversity. Indigenous Australians, those LGBTQIA+, females, and people of all ages with disabilities and culturally diverse backgrounds are encouraged to apply for our roles. Our goal is to create a workforce that reflects the society in which we live.

Join us!

If you feel this role is a good fit for you, please submit your resume and cover letter explaining your interests and experiences, including the 3 most important publications in this cover letter. Please note that you are not required to provide responses against the selection criteria in the job description.

If you require any reasonable adjustments with the recruitment process, please contact the Talent Acquisition team at [email protected]

Due to the effects of COVID-19, we are currently prioritizing applications with work rights currently in effect in Australia and candidates who are not affected by travel restrictions. Please see the latest updates to Australian immigration and border arrangements: https://covid19.homeaffairs.gov.au/

While your application is being reviewed, get to know us by visiting http://www.eng.unimelb.edu.au/about/join-feit

Close applications: Tuesday May 10 2022, 11:55 PM EDT

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