Postdoc in Digital Humanities / Philosophy of Science

text analysis to reveal how concepts are used academically, in the media and across social Base Salary, Academic level A $117,936 - $125,896 + 17% superannuation About the opportunity The School of History and Philosophy of Science is seeking a Postdoctoral Research Associate - Digital Humanities / Philosophy of Science to develop and deploy bibliometric methods and text classification models to identify concepts and conceptual patterns in large bodies of text. This research forms a part of two ARC Discovery Project(s) ‘Genes germs and gender: the rise and impact of bioessentialism’ and ‘Symbiotic Synergies: How the Body Became a Chimera (1950-2000)’. The successful candidate will join a large, interdisciplinary research group of philosophers, historians, psychologists, and scientists, contributing empirical evidence to support the group's philosophical investigations. Your key responsibilities will be to: Curate, clean and structure large text corpora from news media, social media and academic literature Develop and refine automated classification pipelines using machine learning and LLM approaches Design prompting strategies to optimise classifier precision and recall Contribute to the interpretation of classification outputs in light of philosophical and psychological theories and concepts Co-author peer-reviewed publications and conference presentations Contribute to open science practices, including preparing code, data and documentation for public repositories (e.g. OSF). About You A PhD in a relevant field in the digital humanities Experience curating, cleaning and structuring large corpora Experience using NLP and/or ML to build and evaluate text classification models Experience in prompt engineering techniques An interest in interdisciplinary collaboration The ability to translate conceptual research questions into computational tasks Strong written communication skills and a track record of peer-reviewed publication The ability to work independently and as part of a collaborative, interdisciplinary team. How to apply Applications (including a cover letter, CV, and any additional supporting documentation) can be submitted via the Apply button at the top of the page. For employees of the University or contingent workers, please login into your Workday account and navigate to the Career icon on your Dashboard. Click on USYD Find Jobs and apply. © The University of Sydney The University reserves the right not to proceed with any appointment. Click to view the Position Description for this role. Location: Camperdown AU$117,936 to AU$125,896. Base, Academic Level A + 17% superannuation