Postdoctoral Research Fellow B - Adelaide, South Australia

Job summary

We are seeking motivated and experienced Postdoctoral Research Fellows B to undertake fundamental machine learning research for projects aligned to one of more of the following themes:

• Tackling misinformation, working on attribution and integrity for generative AI.
• Safe AI in the Real world, working on foundational reasoning for tool use and physical interactions.
• Diverse AI, working on AI systems for safety and diversity.
• AI that can explain its actions working on causal AI for a changing world.

The AIML at the University of Adelaide is the largest computer vision and machine learning research group in Australia with over 180 members including academics, research staff and students.

Qualifications

• A PhD in Computer Science, Engineering or other Machine Learning-related field.
• Programming experience in python, C++ or other relevant language and experience in deep neural networks
• Strong mathematical capability, especially for Theme 1, with applicants holding an undergraduate or postgraduate degree in mathematics, strongly encouraged to apply.

Responsibilities

• Undertake fundamental machine learning research for projects aligned to one of more of the following themes.

Skills

• 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.

Benefits

• Salary packaging; flexible work arrangements; high-quality professional development programs and activities; and an on-campus health clinic, gym and other fitness facilities.

Job description