澳大利亚悉尼大学博士后职位招聘
2024-07-18
澳大利亚悉尼大学博士后职位招聘--法律学
About the opportunity
The rapid expansion of data-driven automated decision-making and artificial intelligence can provide great potential benefits, while also creating significant new risks, including discrimination and other forms of unfair treatment against individuals, disadvantaged communities; the spread of disinformation for political and commercial ends; increased inequality and diminished economic security. The technological rate of change poses distinct challenges for governance.
The ARC Centre for Automated Decision-Making and Society (ADM+S) is a cross-disciplinary, national research centre, which aims to aims to create the knowledge and strategies necessary for responsible, ethical, and inclusive automated decision-making. The ADM+S Centre brings together leading researchers in the humanities, law, social and technological sciences in an international research, industry, and civil society network.
An exciting opportunity has arisen for the University of Sydney Law School for a Postdoctoral Research Fellow/Research Fellowlocated at the University of Sydney node of the ARC Centre for Automated Decision-Making and Society (ADM+S). The Fellow will contribute primarily to the Centre’s flagship interdisciplinary projects: primarily The Regulatory Project, helping understand and shape AI governance. There will also be opportunities to contribute to debates around synthetic data and simulated agents for multistakeholder policymaking via a second flagship project, GenAISim.
In the Regulatory Project, the Postdoctoral Research Fellow/Research Fellow will be responsible for conducting research and analysing in-depth the deployment of ADM systems (including AI and generative AI), by public and private sector actors and across supply chains; how that deployment challenges existing regulatory, legal and inter-and intra-institutional frameworks, including whether, and how these will need to shift to accommodate a risk-based and ex ante (pre-deployment or pre-market) approach to addressing potential harms. The Fellow will also be responsible for policy-oriented research and research engagement with policymakers and a wide range of other stakeholders, drawing on interdisciplinary research from across the Centre. In relation to GenAISim, the Fellow will have the opportunity to analyse how developing synthetic data and generative and data-driven simulations may be used in policymaking. This could include, for example, considering the evidential and process-based questions arising from the use of synthetic data and simulations.
In addition to colleagues at Sydney, the Fellow will collaborate actively with the ADM+S Centre’s national and international network of participants including at the University of Melbourne , RMIT University , QUT , University of Queensland , and UNSW . The Fellow will also have access to the ADM+S Centre’s extensive research training and professional development opportunities, international visiting fellowships, and exchanges (travel arrangements permitting), and the ADM+S Centre’s network of industry partners, including the Gradient Institute.
About the projects
The Regulatory Project
ADM systems (including AI, foundation models and generative AI) pose ongoing regulatory challenges for Australian governments at every level, and across multiple domains. 2024-2027 is a critical period for the development of regulation of AI. Worldwide, governments are taking concrete steps to adapt existing laws to technological, social and other changes brought about by expanding uses of AI, and to develop new, risk-based regulatory frameworks. At the same time others are moving to provide more governance for AI: for example via the development of technical standards and other frameworks. The Regulatory Project will contribute to this process, examining fundamental questions that these technologies pose for our regulatory techniques, and engaging research and researchers from across the Centre and the Centre’s partners to inform and respond to regulatory initiatives and quandaries.
GenAISim: Simulation in the Loop for Multi-Stakeholder Interactions with Generative Agents
Traditional decision-making processes often struggle to adapt to the dynamic and multifaceted nature of the modern world. This research addresses a higher-level profound need for advanced automated decision-making tools that can address complex, context-rich challenges in society. This project will investigate a hybrid decision-making system, leveraging cooperative knowledge from multiple stakeholders through socio-technical observations, and knowledge priors in Large Language Models (LLMs) and open datasets. It will develop GenAISim, a novel suite of generative and data driven simulations, useful for depicting current and future urban scenarios, including in mobility, urban policymaking, and health domains. Through a multidisciplinary sociotechnical framework of investigation, this project will establish a new simulation in the loop paradigm.
Your key responsibilities will be to:
conducting high-quality research relevant to the projects outlined above, both independently and collaboratively under the direction of ADM+S Centre investigators
preparing and publishing research outcomes in relevant high-quality refereed journals, reports, books, and/or online publications.
presenting research outcomes at seminars, conferences, and industry meetings, and engaging with external stakeholders
contributing to public understanding and debate through media, industry and/or policy engagement
contributing actively to the ADM+S Centre and University of Sydney Law School’s research culture, including participation in research collaboration and community-building within the ADM+S Centre, including participation in joint research projects under the auspices of the ADM+S Centre as directed by the Centre Investigators.
responsibility for project administration and organisation including coordination across Investigators, conference and workshop organisation as directed by the Centre Investigators
conforming to University and ADM+S Centre requirements with respect to research ethics and integrity and data management
compliance with health and safety policies, procedures, hazard reporting and safe work practices
To find out more about ADM+S and our research, click here!
About you
completion or near-completion of a PhD in Law, or completion of an undergraduate degree in law (LLB or equivalent) and a PhD in another field relevant to the project such as Data Science, Media Studies, Cultural Studies, Science and Technology Studies, Anthropology, Political Science, or Public Policy / Administration
demonstrated scholarly interest and ability in issues of law and regulation related to the projects outlined above
strong evidence of outstanding analytic ability and academic writing skills, including the capacity to produce high quality peer-reviewed academic publications, demonstrated by scholarly publications commensurate with opportunity
a commitment to interdisciplinary research in relation to automated decision-making law and regulation;
experience or demonstrated interest in contributing to relevant policy debates and communication with government, community and industry stakeholders
ability and willingness to work independently to generate distinctive contributions to scholarly knowledge in relation to the projects outlined above
ability and willingness to work collaboratively with other researchers on joint projects and publications in the projects outlined above.
You will be appointed at either a Level A or B, depending on your qualifications and experience.
About the University of Sydney Law School
The University of Sydney Law School is one of the world’s leading law schools, ranked 16th in the QS World Universities Rankings for the discipline of law (2023). Sydney Law School is an international leader in legal research, led by globally recognised legal educators, world renowned researchers and highly respected professional practitioners and adjunct faculty. We have a reputation for excellence built over more than 150 years of teaching and research and community engagement.
Sponsorship / work rights for Australia
Please note: Visa sponsorship is not available for this position. For a continuing position, you must be an Australian or New Zealand citizen or an Australian Permanent Resident.
Australian Temporary Residents currently employed at the University of Sydney may be considered for a fixed term contract for the length of their visa, depending on the requirements of the hiring area and the position.
Pre-employment checks
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.