
Advanced Machine Learning Research Specialist
1 week ago
Research Scientist Opportunity:
About the Role:We are seeking talented researchers to undertake cutting-edge machine learning research for projects aligned to one or more of the following themes:
- Theme 1: Attribution and Integrity for Generative AI.
- Theme 2: Foundational Reasoning for Tool Use and Physical Interactions.
- Theme 3: AI Systems for Safety and Diversity.
- Theme 4: Causal AI for a Changing World.
This role provides an opportunity to work with leading researchers in the field of artificial intelligence at a world-class research institution.
Key Responsibilities:
- Conduct innovative machine learning research for projects aligned to one or more of the above-mentioned themes.
- Collaborate with renowned researchers in the field of artificial intelligence.
- Publish research findings in top-tier conferences or journals.
- Develop and maintain high-quality research code and documentation.
Requirements:
- PhD in Computer Science, Engineering, or a related field.
- Programming experience in Python, C++, or another relevant language.
- Strong mathematical capability, especially for Theme 1.
- Experience and knowledge in deep learning and one or more of the following: transformer networks, implicit neural functions, graph neural networks, and/or probabilistic graphical models; and causal inference.
- Outstanding publication record in top-tier conferences or journals, commensurate with experience and opportunity.
- Strong work ethic, ability to work independently, and as a member of a broader team.
- Fluency in written and spoken English, with ability to communicate scientific ideas to an expert audience.
What We Offer:
- Competitive salary package, including employer contribution of 17% superannuation.
- Four full-time positions available, fixed term for 24 months.
- Opportunity to work with leading researchers in the field of artificial intelligence.
- Access to state-of-the-art research facilities and equipment.
- Professional development opportunities, including training and mentoring programs.
How to Apply:
- Submit a cover letter, resume, and specify which theme(s) aligns with your research interest and response to all selection criteria.
- Applications will be reviewed as they are received, and immediate applications and discussions are welcomed.
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