Postdoctoral Research Associate in Project Analytics
- UNIVERSITY OF SYDNEY
- Sydney, Australia
- $97K - $107K p.a., plus leave loading and generous employer’s contribution to superannuation
- 06 Mar 2023
- End of advertisement period
- 09 Apr 2023
- Academic Discipline
- Engineering & Technology, Civil Engineering, Computer Science, General Engineering, Physical Sciences, Mathematics & Statistics, Social Sciences, Education
- Job Type
- Academic Posts, Postdocs, Research Related, Research Associate
- Contract Type
- Fixed Term
- Full Time
- Opportunity to contribute to innovative research on the application of data analytics to projects
- Located in the School of Project Management and the John Grill Institute for Project Leadership, with strong links and co-supervision by the Data Science Institute
- Full time, Level A, fixed term for 2 years, with possibility of renewal, offering a base salary of $97K - $107K p.a., plus leave loading and generous employer's contribution to superannuation
About the opportunity
We are looking for a Postdoctoral Research Associate in Project Analytics to work as part of the team in the John Grill Institute for Project Leadership, in the Faculty of Engineering and with strong links with the Data Science Institute. Due to the nature of the project, we are looking for candidates to satisfy either of the following roles:
- A computer scientist/data scientist with experience in natural language processing. The focus of this role will be to analyse thousands of documents on major infrastructure projects, and seek to identify patterns of relevant information that can inform the multi-disciplinary engineering design of infrastructure assets on a related project. The successful applicant will combine specialist expertise in natural language processing with an ability to engage across the full stack. The project is an opportunity to engage with engineers and other experts on a regular basis to progress cutting-edge research that is both suitable for publication into leading academic journals and has impact on the development of data-driven design under uncertainty in complex engineered systems.
- A data scientist or engineer with experience in digital twins to conduct research on digital engineering Building Information Modelling (BIM) data and processes. This role will develop new systems analyses to enable digitally-enabled 'configuration management' as changes are made in an evolving digital twin, e.g. during late stage design and fabrication/on-site assembly.
In this role, you will develop work as discussed with the Director of the Institute and have the ambition to develop your own research trajectory that supports the aims of the Institute within the broader national context. As the Research Associate you are expected to work collaboratively on associated research projects with industry partners; and to contribute to the data science, systems engineering and/or civil engineering research communities.
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 who has:
- a PhD in a relevant field such as computer science, maths or engineering, or a related discipline with a strong track record (relative to opportunities) in research on natural language processing, including a body of work published in peer reviewed journals. Applicants who have submitted their PhD for examination or will do so in the immediate future can be considered
- the ability to work with engineers working in industry in written and verbal forms and to sustain relationships with them and engage them in research
- capabilities in working both independently and as part of a team of researchers, to identify opportunities, and to contribute and lead to the development of papers for publication
- outstanding interpersonal, written, and oral communication skills and the ability to conduct high quality research with increasing independence and to present that work in an engaging way
- previous experience within a research environment and publication in relevant and refereed journals, and in a broad range of techniques including approaches to qualitative data analysis
- a high level of computer literacy with a good knowledge of relevant computer programs, and ability to connect these through scripting and programming
Desirable criteria - you may have (or be willing to learn):
- ability to write research proposals, and to lead research papers
- knowledge of research on project studies and how to develop papers using data science for project management audiences
- knowledge of the latest debates in the relevant data science community.
For the role focused on BIM data you will also have:
- experience related to computer science or construction engineering with particular knowledge and interests related to the use of Building Information Modelling
- knowledge of IFCs, model checking and systems engineering approaches (such as the design structure matrix)
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.
Your employment is conditional upon the completion of all role 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.
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
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Sunday 09 April 2023 11:59 PM