Post-doctoral Research Fellow (x2 positions)
Job no: 503906
Work type: Full Time
Location: Various locations
Categories: Academic - Research Only / Fellowship
Macquarie is a university engaged with the real and often complex problems and opportunities that define our lives.
Since our foundation 54 years ago, we have aspired to be a different type of university: one unbound by ivory towers and sandstone walls. Rather, we are focused on fostering collaboration between students, academics, industry and society, encouraging all to traverse the boundaries of their own perspective and affect change.
Over the years, we’ve grown to become the centre of a vibrant local and global community. A place of constant stimulus and human interaction.
Together, we advance world-class theoretical thinking and translate it into real-world solutions. We’re connecting people across the most diverse fields of knowledge to create bold new possibilities: for their careers, intellectual endeavours, enterprises and the common good.
At Macquarie, people become skilled at switching between specialist and generalist mindsets; mastering complexity, thinking holistically and helping to create a better future.
Connect with us today.
About the Department of Computing
The Department of Computing is committed to excellence in terms of its teaching, research, and industry and external collaborations. Being located at the northern end of Sydney’s ‘Silicon Valley’, the Department enjoys the advantages of a large green field campus in the hub of Sydney’s IT industry.
The Department of Computing aims to elevate the international standing of scientific and technological research that is already well established at Macquarie University. For more information about the department please visit www.comp.mq.edu.au/
About the Optus Macquarie University Cyber Security Hub
The Optus Macquarie University Cyber Security Hub is an interdisciplinary network launched in August 2016 by Macquarie University with Optus as a founding partner. The Cyber Security Hub's vision is to support Australia's efforts to harness opportunities in the cyberspace by enhancing our safety and competitiveness through research excellence, innovation and education in cyber security.
Together with CSIRO Data61, the largest data innovation group in Australia, the Optus Macquarie University Cyber Security Hub is building a team of researchers and experts to develop novel and efficient privacy-preserving technologies with a focus on data analytics and data sharing applications. We will conduct high quality, high impact research aligned with industry and community needs, taking a multi-disciplinary approach.
We are seeking two Postdoctoral Fellows to join a team of talented world-renowned researchers to work on different aspects of Privacy Enhancing Technologies (PETs) from the development of theoretical framework with cryptographic or information theoretical approaches, to the empirical and data-driven analysis of real-life applications and datasets. The outcome of this research will have both research and practical applications.
The two successful candidates will be involved in:
- Designing algorithms and protocols that enable the sharing and release of sensitive datasets and/or the analysis of data for different application scenarios
- Analysis, measurement and quantification of privacy and security risks in current deployments of systems with a focus on end-users and consumers. This includes developing experimental testbeds and measurement platforms to characterise and assess privacy risks and identify information leakage in existing systems
- Examining and introducing variants of provable privacy definitions that improve trade-off between privacy and utility
The successful candidate will closely interact with both academics, undergraduate and postgraduate students from Macquarie University’s four faculties involved in activities within the Cyber security Hub: Faculty of Science and Engineering, Faculty of Business and Economics, Faculty of Arts and Faculty of Human sciences.
Also, the successful candidate will contribute to efforts in building trustworthy, reliable and secure systems within the Information Security and Privacy Group of the Department of Computing at Macquarie University.
To be considered for this position applicants must respond to the selection criteria below in a separate document as part of the application process
- A PhD awarded or submitted, in a relevant discipline area, such as Theoretical Computer Science, Algorithms, Mathematics with a computing major, Cryptography and Information Security/Privacy
- Demonstrated knowledge and skill in one or more of the following areas: Design and analysis of algorithms, Differential Privacy framework, Applied Cryptography, Probabilistic and statistical framework, machine learning and Information theory
- Demonstrated experience in the collection and processing of large data sets, development of efficient algorithms on large datasets, and development of security or privacy-preserving algorithms, protocols for processing and sharing data or analytics and large-scale measurement studies of privacy and security risks
- The ability to work effectively as part of a research team, and the motivation and discipline to carry out autonomous research
- An outstanding track record of publication in top peer reviewed journals and prestigious conferences in security and privacy, machine learning and information systems conferences
- Strong written and oral communication skills
- A track record of science innovation and creativity including the ability and willingness to incorporate novel ideas and approaches into scientific investigations
- Previous experience or research in either theoretical frameworks for Privacy preserving algorithms or data-driven quantification and risks assessment and attacks identification
- Experience with software development processes and programming languages such as C, Python, Java or Web programming
Salary Package: From $88,420 to $94,760 p.a. (Level A Step 6 to step 8; PhD required) plus 17% employer's superannuation contribution and annual leave loading
Appointment Type: Full time, 2-year fixed term position
Applications Closing Date: Sunday, 15 July at 11:55pm AEST
Macquarie University is an EO Employer committed to diversity and social inclusion. Applications are encouraged from people with a disability; women (particularly for senior and non-traditional roles); Indigenous Australians, people who identify as GLBTI; and those from culturally and linguistically diverse backgrounds
Applications need to be submitted through the Macquarie University online recruitment system. Where circumstances such as disability or remote location prohibit your access to our online system please contact the enquiries person listed in this advertisement for assistance.
Advertised: AUS Eastern Standard Time
Application close: AUS Eastern Standard Time