Csiro Postdoctoral Fellowship in Fairness Research
2 weeks ago
**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
**Child Safety**:
CSIRO is committed to the safety and wellbeing of all children and young people involved in our activities and programs. View our Child Safe Policy.
**The Opportunity**:
- **Do you have a PhD in machine learning, computer science, statistics or applied mathematics?**:
- **Keen to conduct cutting-edge machine learning research?**:
- **Join the CSIRO Data61 team for this exciting 3-year postdoctoral role**
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.
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.
Machine Learning (ML) is increasingly used to inform high-stake, human-centric decisions including credit scoring and sentencing in the judiciary system. But ML algorithms are well-known to exhibit biases disadvantaging people from certain ethnicities and genders. Fairness research has contributed more equitable algorithms and has increased our understanding on different bias sources. However, an understanding of how these bias sources combine to forge the overall bias is still lacking. This project aims to disentangle ML-bias into algorithmic and data bias focussing on intersectional subgroups. The techniques developed can then be used to analyse biases in threatened species management and human-machine collaboration.
The primary role of the CERC fellow will be to conduct cutting-edge research. The research team comprises CSIRO researchers Sevvandi Kandanaarachchi, Cheng Soon Ong (Director MLAI FSP), Cecile Paris (Director CINTEL FSP) and Iadine Chades, and Eirini Ntoutsi from Bundeswehr University, Munich (Full Professor for Open Source Intelligence). Collaborating with the research team the CERC fellow is expected write conference and journal papers and present their work at local and international conferences. The CERC Fellow will have opportunities to learn new methodologies by participating in relevant workshops and longer courses such as a summer school. We expect the CERC Fellow to learn and grow to become an independent researcher by the end of this project. We will embed the CERC Fellow in the rich Data61 ecosystem where the CERC Fellow will have a supporting and enriching experience.
**Your duties will include**:
- Investigating approaches to disentangle and mitigate ML bias in an intersectional context.
- Working independently and programming in relevant languages such as Python/R/Matlab/C++.
- Carrying out innovative, impactful research of strategic importance to CSIRO that will, where possible, lead to novel and important scientific outcomes.
**Location**: Clayton, Victoria with the opportunity to travel to Canberra, Sydney and Brisbane
**Salary**: AU$92k - AU$101k plus up to 15.4% superannuation
**Tenure**: Specified term of 3 years
**Reference**: 93478
**To be considered you will need**:
- A doctorate (or will shortly satisfy the requirements of a PhD) in a relevant discipline area, such as machine learning, computer science, statistics or applied mathematics. Please note: To be_ _eligible for this role you must have no more than 3 years (full-time equivalent) of postdoctoral research experience.
- The ability to effectively program in a relevant programming language such as Python (others such as R/Matlab/Julia/C++ are fine too).
- High level written and oral communication skills with the ability to represent the research team effectively internally and externally, including the presentation of research outcomes at national and international conferences.
For full details about this role please view the Position Description
**Eligibility**:
**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
-
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationChild Safety:CSIRO is committed to the safety and...
-
Melbourne, Australia CSIRO Full time**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...
-
Csiro Postdoctoral Fellowship
1 week ago
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationThe Opportunity:- Do you have a PhD in Biophysics,...
-
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationThe Opportunity:- Do you have a PhD in meteorology,...
-
Melbourne, Australia CSIRO Full time**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 **Child safety**: CSIRO is committed to the...
-
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationThe Opportunity:- Do you have a PhD (or will shortly...
-
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationThe Opportunity:- Do you have a PhD mechanical...
-
Melbourne, Australia CSIRO Full time**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 want to...
-
Melbourne, Australia CSIRO Full time**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 **Child Safety**: CSIRO is committed to the...
-
Csiro Postdoctoral Fellowship
3 weeks ago
Melbourne, Australia CSIRO Full time**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...
-
Melbourne, Australia CSIRO Full time**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...
-
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationChild Safety:CSIRO is committed to the safety and...
-
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationChild safety:CSIRO is committed to the safety and...
-
Melbourne, Australia CSIRO Full time**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 **Child Safety**: CSIRO is committed to the...
-
R+ Csiro Postdoctoral Fellowship in Discovery of
4 weeks ago
Melbourne, Australia CSIRO Full time**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 **Child Safety**: CSIRO is committed to the...
-
Csiro Postdoctoral Fellowship in Underground
1 week ago
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationThe Opportunity:- Do you have a PhD in applied...
-
Csiro Postdoctoral Fellowship in Sodium-ion
2 weeks ago
Melbourne, Australia CSIRO Full time**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 **Child Safety**: CSIRO is committed to the...
-
Melbourne, Victoria, Australia CSIRO Full timeAcknowledgement 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 reconciliationChild Safety:CSIRO is committed to the safety and...
-
Melbourne, Australia CSIRO Full timeThe OpportunityDo you have a PhD (or will shortly satisfy the requirements of a PhD) in bioinformatics or a related field? Help drive research into developing new models of genome engineering. Join CSIRO – Australia’s leading scientific research organisation! CSIRO Early Research Career (CERC) Postdoctoral Fellowships provide opportunities to...
-
Melbourne, Australia CSIRO Full timeThe OpportunityDo you have a PhD (or will shortly satisfy the requirements of a PhD) in bioinformatics or a related field? Help drive research into developing new models of genome engineering. Join CSIRO – Australia’s leading scientific research organisation! CSIRO Early Research Career (CERC) Postdoctoral Fellowships provide opportunities to...
