Postdoctoral AI in Digital Humanities & Philosophy

University of Sydney; Camperdown; Presencial; AUD 118.000 - 126.000; Tempo integral

Resumo da vaga

The University of Sydney invites applications for a Postdoctoral Research Associate in Digital Humanities / Philosophy of Science within the School of History and Philosophy of Science. You will develop bibliometric methods and text classification models to identify concepts in large text corpora from media, academia and social sources.

Working on ARC Discovery Projects, you will design, train, and validate classifiers, curate large corpora, and contribute to open science by sharing code and

Qualificações

• PhD in a relevant field in digital humanities.
• Experience curating, cleaning and structuring large corpora.
• Experience using NLP/ML to build and evaluate text classification models.
• Experience in prompt engineering techniques.
• Ability to translate conceptual research questions into computational tasks.
• Strong written communication and a track record of peer-reviewed publications.
• Ability to work independently and as part of a collaborative, interdisciplinary team.

Responsabilidades

• 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).

Conhecimentos

NLP

ML methods

Text classification

Prompt engineering

Interdisciplinary

Research translation

Academic writing

Formação

PhD in Digital Humanities

Descrição da vaga

The University of Sydney invites applications for a Postdoctoral Research Associate in Digital Humanities / Philosophy of Science within the School of History and Philosophy of Science. You will develop bibliometric methods and text classification models to identify concepts in large text corpora from media, academia and social sources.

Working on ARC Discovery Projects, you will design, train, and validate classifiers, curate large corpora, and contribute to open science by sharing code and