Research Associate/ Reseach Fellow Transforming Maintenance Through Data Science

at University of Western Australia

Research Associate/ Research Fellow - The Australian Centre for Transforming Maintenance through Data Science

  • 3 year appointment
  • Two positions available
  • Salary range: Level A/B

The University of Western Australia (UWA) is ranked amongst the top Australian universities and a member of the prestigious Group of Eight research-intensive universities ranked among the top 100 universities in the world.

About the work area:

The Australian Centre for Transforming Maintenance through Data Science is a joint collaboration between Curtin University, the University of Western Australia and CSIRO, and industry partners Alcoa, BHP, and Roy Hill, as well as CORE Innovation Hub and the Minerals Research Institute of Western Australia. The Centre, co-funded by the Australian Research Council through the Industrial Transformation Training Centre scheme, aims to train a new generation of data scientist specialists, equipping them with the skills needed to develop new data science methods for solving complex modelling and optimisation challenges in asset maintenance. This cohort of data scientists will drive an exciting transformation of maintenance practice in the Australian resources industry based on new advances in machine learning, artificial intelligence and optimisation. The Centre involves a team of 20 scientists and engineers at the three research institutes together with practicing engineers at the industry partners.

The Roles:

Postdoctoral Research Fellow - Supporting the Maintainer theme

This opportunity will involve developing artificial intelligence methods and applications to support maintenance activities, such as machine learning, ontological reasoning, natural language processing, image and video processing, knowledge capture and knowledge representation. Working with a team of academics from Curtin, UWA and CSIRO and with partner organisations, you will be expected to conduct research leading to publications and industry impacts relevant to the theme.

As part of the duties you will mentor and potentially supervise postgraduate research students within this theme. You will be required to:

  • Liaise with industry contacts and assist students to effectively work with teams consisting of both industry and university stakeholders.
  • Work across institutions and act as a mentor for a cohort of research students during study and industry placement.
  • Direct and supervise final year undergraduate students and PhD students.

Further Details can be found in the position description: Download File Postdoc for Supporting the Maintainer

Postdoctoral Research Fellow - Supporting the Engineer theme

This position involves research into the development of mathematical and statistical tools for predictive maintenance activities - predicting likelihood of failure or state change from time series data. In particular the successful candidate will work on a variety of techniques drawn from: nonlinear dynamics, complex systems, Bayesian methods, nonlinear system identification, machine learning, and spectral methods. You will be expected to advise and assist with the supervision of students across all these specialisms and working in collaboration with our industry partners.

A large part of the duties will include mentoring and potentially supervising postgraduate research students within this theme. You will be required to:

  • Liaise with industry contacts and assist students to effectively work with teams consisting of both industry and university stakeholders.
  • Work across institutions and act as a mentor for a cohort of research students during study and industry placement.
  • Direct and supervise final year undergraduate students and PhD students.

Further Details can be found in the position description:Download File Postdoc for Supporting the Engineer

To be considered for these roles, you will demonstrate:

  • A PhD in a relevant discipline within engineering, physics, computer science, or mathematics,
  • Significant research experience in the analysis of data
  • Strong track record of research publication and in seeking and obtaining grant funding (relative to opportunity).
  • Written and verbal communication skills in the preparation of high-quality reports, presentations and publications.
  • Organisational skills and demonstrated ability to set priorities and to meet deadlines.

Additional requirements that are considered highly relevant to the hiring process

  • Experience in working with industry partners on industry problems will be well regarded
  • Experience in working as a team player, preferably within a cross-disciplinary team.
  • Experience in translating research outcomes to practise. This may include development and delivery of industry short-courses or relevant software development
  • Experience in working collaboratively with more than one institution

Special Requirements:

Your time will be split between UWA and Curtin campuses. In addition you will be expected to spend time on industry partner sites.

Full details of the position's responsibilities and the selection criteria are outlined in the position descriptions and applicants should clearly demonstrate they meet the selection criteria. Please see the position description prior to applying:

Closing date: 26 April 2019

These positions are open to international applicants.

Application Details: Please apply online via the Apply Now button.

Our commitment to inclusion and diversity

UWA is committed to a diverse workforce. We celebrate inclusion and diversity and believe gender equity is fundamental to achieving our goal of being a top 50 university by 2050

We have child friendly areas on campus, including childcare facilities. Flexible work arrangements, part-time hours and job sharing will all be considered.

UWA has been awarded Top Ten Employer for LGBTI - inclusion the Australian Workplace Equity Index (AWEI -2016).

Perth Western Australia Australia
FULL_TIME
2019-03-14
2019-04-27

If you apply for this position please say you saw it on The Conversation.