Postdoctoral Research Fellow / Research Fellow - Machine Learning

13 Mar 2024
Job Information

Organisation/Company

MACQUARIE UNIVERSITY - SYDNEY AUSTRALIA

Research Field

Computer science
Mathematics

Researcher Profile

Recognised Researcher (R2)
Established Researcher (R3)

Country

Australia

Application Deadline

1 Apr 2024 - 00:00 (UTC)

Type of Contract

Other

Job Status

Full-time

Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

• Salary Package: Postdoctoral Research Fellow (Level A) from $102,501 - $109,852 p.a. or Research Fellow (Level B) from $115,787 - $136,995 p.a., plus 17% employer's superannuation and annual leave loading.
• Appointment type: Full-time, fixed-term position for 3 years
• Location: Macquarie University (North Ryde) location

About the Role

We are seeking an enthusiastic AI/ML researcher to contribute to an exciting new project in the broad applied AI space. The goal of the project is to develop and study a personalised coaching platform that can help individuals develop skills needed for improved decision-making and support them in achieving their goals faster and more effectively. The research will be conducted as part of a long-term research partnership with a multi-national industry collaborator that will be actively involved in the research activities. You will be working with a cross-disciplinary group of highly experienced researchers at the Centre for Health Informatics and the School of Computer Science at Macquarie University, as well as collaborating with the industry partner and other research groups.

About You

You will bring your knowledge of fundamental AI principles and expertise in ML to the team and help us address real-world problems. Ideally, you will have the passion to applied AI research, with experience in using modern ML methods in real-world applications and working in a collaborative setting. You will be a good communicator, enthusiastic researcher, team player, and enjoy working in a fast-paced environment. We are looking both for academic rigour and quality research outputs, as well as practical analytical skills, proven problem-solving experience, and ability to interact with diverse stakeholders.

About Us

Macquarie is the university of pioneering minds. Globally recognised as one of Australia's leading research universities. Macquarie is a place where extraordinary new possibilities come to light. We've helped people to hear, introduced wireless internet technology to the world, and broken through traditional boundaries by appointing Australia's first female vice-chancellor. Macquarie is a university engaged with the real and often complex problems and opportunities that define our lives. Since our foundation, we have aspired to be a different type of university. Over the years, we've grown to become the centre of a vibrant local and global community.

The Centre for Health Informatics (CHI) explores the application of novel digital technologies in healthcare with a specific focus on AI and its implications for transforming models of care and delivering personalised healthcare. The Centre leads a number of large-scale projects in digital health and established the Australian Alliance for AI in Healthcare. As the longest-running digital health research centre in Australia, CHI is a research partner to major research institutions and governments, and has numerous national and international industry partnerships. The Centre generates high-impact research and has expertise in the development and implementation of state-of-the-art AI methods.

The Centre for Applied Artificial Intelligence is a globally recognised leader in Artificial Intelligence and Process Automation research. With a commitment to revolutionising business operations, AI@MQ spearheads over 40 national and international projects, offering innovative solutions in Big Data understanding and its application in process automation, augmentation, and improvement. Our mission is deeply rooted in fostering a comprehensive understanding of AI and its vast potential, driven by the belief that significant advancements in this dynamic field are best achieved through collaborative and pioneering efforts.

To Apply

To be considered for this position, please apply online by submitting the following:

• your CV including your qualifications, work experience, and complete publication list,
• a 1-page summary of your top-3 publications, explaining their importance and your part in these publications, and
• a document addressing the selection criteria (mandatory)

Selection Criteria:

Essential

• PhD in Computer Science, Informatics, Data Science, Statistics, or a closely related area.
• Proven experience in AI, ML, or Data Science, with demonstrable analytical skills.
• Excellent research record evidenced by publications in selective journals and conferences.
• Proven experience with ML toolkits/libraries, used to develop practical AI applications.
• Excellent communication skills, with ability to contribute to collaborative research team.

Desirable

• Publications in top-tier AI conferences, such as IJCAI, NeurIPS, KDD, ICML, ICDM, etc.
• Experience in preparing research proposals and securing research/industry funding.
• Experience in supervising Honours and high-degree research students.

Role Enquiries: Prof Shlomo Berkovsky ([email protected] ) or Prof Amin Beheshti ([email protected] )

Applications Close: Monday 1 April 2024 at 11:59pm AEDT

Diversity and Inclusion

Innovation and ingenuity thrive at Macquarie University when diversity, equity and inclusion take centre stage. At the University, we embrace a culture where diversity of background, experience and perspective are fundamental to our success.

We do not discriminate on gender identity, age, culture, disability, sexuality, Indigeneity, family and caring responsibilities or religion. See our journey towards leadership in Equity, Diversity and Inclusion in Higher Education.

Flexible Work

At Macquarie, we believe by providing flexibility in when, where and how work is done, we can support our staff to manage their personal commitments, while optimising their work performance and contributions to the University. See how we lead in flexible work to enable an outcome focused and inclusive workplace. To learn more about our culture and hiring process, explore our Candidate Resource Hub .

Requirements
Additional Information
Work Location(s)

Number of offers available

1

Company/Institute

MACQUARIE UNIVERSITY - SYDNEY AUSTRALIA

Country

Australia

City

Ryde

Postal Code

North Ryde

Geofield

Where to apply

Website

https://www.timeshighereducation.com/unijobs/listing/367227/postdoctoral-resear…

Contact

City

Ryde

STATUS: EXPIRED