CSIRO Postdoctoral Fellowship in Co-Designed AI and Digital Data Translation Tools for Environment
- Commonwealth Scientific & Industrial Research Organisation (CSIRO)
- Location: Brisbane, Australia
- Job Number: 7113527 (Ref #: cj_90041)
- Posting Date: Oct 17, 2022
- Application Deadline: Open Until Filled
Job Description
Acknowledgement of Country
CSIRO acknowledges the Traditional Owners of the land, sea and waters, of the area that we live and work on across Australia. We acknowledge their continuing connection to their culture and pay our respects to their Elders past and present. View our vision towards reconciliation
The Opportunity
- Do you have a PhD in statistics, data science, quantitative ecology, or applied mathematics?
- Contribute to the development of the next-generation of collaborative data collection and analytical approaches
- Join CSIRO – Australia’s leading scientific research organisation!
CSIRO Early Research Career (CERC) Postdoctoral Fellowships provide opportunities to scientists and engineers who have completed their doctorate and have less than three years of relevant postdoctoral work experience. These fellowships aim to develop the next generation of future leaders of the innovation system.
This project will examine if, and how, digital co-design approaches can fuse multiple sources of evidence to derive robust input to supporting management of wildlife species in ways which strengthen both social and technical confidence in a program’s outcomes.
The focus of this position is on developing the next-generation of collaborative data collection and analytical approaches which enable to translation and communication of complex data streams into interpretable and meaningful data narratives, including through natural language processing, Artificial Intelligence enabled data visualization approaches and/or digital dashboard design.
The successful candidate will explore how creative digital analytical and AI tools can enhance and build social confidence and capability data outputs and empower non-technical stakeholders to engage with and understand technical data streams.
Your duties will include:
- Developing creative digital and AI data fusion and translation approaches which enable non-technical users to interpret and understand complex data narratives.
- Testing the ability for AI and digital analytical approaches to translate and integrate information gathered from unstructured social interactions (conversations, interviews, video etc) into useful and useable metrics for monitoring past, present and future ecosystem change.
- Creating user experience pipelines which embed the latest AI and data fusion approaches and allow non-technical users to interact with and inform complex data narratives.
- Collaborating across disciplines (ecology, social science, statistics and data science) and work with non-technical stakeholders to identify, define and explore those critical science challenges which will enable the next-generation of trusted and robust ecological monitoring approaches to be deployed.
- Working with CSIRO project teams to align outputs to the broader science goals of the National Koala Monitoring Program, SpaceCows and Healthy Country AI programs.
Location: Brisbane, QLD or Townsville, QLD
Salary: AU$89k - AU$98k plus up to 15.4% superannuation
Tenure: Specified term of 3 years
Reference: 90041
To be considered you will need:
- A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as statistics, data science, quantitative ecology, applied mathematics, or similar. Please note: To be eligible for this role you must have no more than 3 years (full-time equivalent) of postdoctoral research experience.
- Proven expertise in scientific computing and/or software engineering languages (e.g. Python, R, C++).
- Demonstrated expertise in developing collaborative machine learning/artificial intelligence and/or data analytical techniques for addressing complex environmental challenges.
- Experience in the use of digital decision-support systems and/or artificial intelligence/machine learning methods which enable knowledge representation and interpretation.
For full details about this role please view the Position Description
Eligibility
Appointment to this role is subject to provision of a national police check and may be subject to other security/medical/character requirements.
To enter a CSIRO site, CSIRO will require you to show proof of vaccination against COVID-19 (or show a valid medical exemption from vaccination). If you are unable to meet this requirement, then you must return a negative result on a Rapid Antigen Test (within 48 hours prior to attending site) and wear a face mask whilst on the CSIRO site. These requirements apply if you are attending a CSIRO site as part of a recruitment process.
Flexible Working Arrangements
We work flexibly at CSIRO, offering a range of options for how, when and where you work.
Diversity and Inclusion
We are working hard to recruit people representing the diversity across our society, and ensure that all our people feel supported to do their best work and feel empowered to let their ideas flourish.
About CSIRO
At CSIRO Australia's national science agency, we solve the greatest challenges through innovative science and technology. We put the safety and wellbeing of our people above all else and earn trust everywhere because we only deal in facts. We collaborate widely and generously and deliver solutions with real impact.
Join us and start creating tomorrow today!
How to Apply
Please apply on-line and provide a cover letter and CV that best demonstrate your motivation and ability to meet the requirements of this role.
Applications Close
16 November 2022, 11:00pm AEDT
We’re working hard to build a safe and welcoming culture where people can bring their whole selves to work. Valuing and enabling difference empowers our people, unlocking their potential to innovate and shape the future for our customers, all Australians and the world. We do the extraordinary every day. We innovate for tomorrow and help improve today. We're the people that stay awake solving the world’s big questions. This is true of our science and of our people. Our mission is to create benefit for Australia through impactful science and innovation but we know that that's not possible without an inclusive and diverse culture. We're working hard to recruit diverse people and ensure all our people feel supported to do their best work and empowered to let their ideas flourish.