CSIRO Postdoctoral Fellowship in Machine Learning: CSIRO, Australia’s national science agency, is offering a 3-year Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML). The successful candidate will conduct cutting-edge research in machine learning, focusing on disentangling and mitigating biases in an intersectional context. The project aims to develop techniques for analyzing biases in high-stake decision-making, such as credit scoring and sentencing, with a focus on intersectional subgroups. The research will contribute to more equitable algorithms and advance our understanding of bias sources in machine learning applications. The position is based in Melbourne, VIC, Australia, with opportunities for travel to other cities.
Designation: Postdoctoral Fellow
Research Area: Machine learning, computer science, statistics, or applied mathematics
Location: Melbourne, VIC, Australia
Eligibility/Qualification:
- PhD in machine learning, computer science, statistics, or applied mathematics.
- Less than three years of relevant postdoctoral work experience.
- Proficiency in programming languages such as Python (R/Matlab/Julia/C++ are also acceptable).
- Strong written and oral communication skills, with the ability to present research outcomes at national and international conferences.
- A track record of publication in peer-reviewed journals/conferences or authorship of scientific papers, reports, grant applications, or patents.
Job Description:
CSIRO Postdoctoral Fellowship in Fairness Research in Machine Learning (FairML)
The Postdoctoral Fellow will work within the CSIRO Data61 team and collaborate with a group of researchers to conduct cutting-edge research in fairness in machine learning. The project will involve investigating approaches to disentangle and mitigate ML bias in an intersectional context. The fellow will apply these new research techniques to intersectional fairness research and other interdisciplinary areas, such as threatened species management and human-computer interaction. The role will require independent work, programming in relevant languages, and contributing to innovative and impactful research relevant to CSIRO’s strategic goals.
How to Apply: To apply for this position, please submit the following documents online:
- CV (Curriculum Vitae)
- Cover letter addressing the selection criteria and demonstrating motivation and ability to meet the requirements of the role.
Last Date for Apply: 31 August 2023, 11:00pm AEST
About CSIRO: CSIRO is Australia’s national science agency, dedicated to solving the greatest challenges through innovative science and technology. The organization prioritizes safety, wellbeing, and diversity and inclusion among its workforce. The CSIRO Data61 team offers an enriching environment for researchers to develop and grow, fostering future leaders of the innovation system.
