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6 days ago
We are seeking a highly skilled Research Associate to lead the development of an artificial intelligence–based foundation model toolbox that utilizes historical, global and regional weather and climate data. As a key member of our team, you will be responsible for leading technical development, collaborating with colleagues, and contributing to significant international publications.
About The Role- Lead the technical development of an artificial intelligence–based foundation model toolbox, including data wrangling, code development, evaluation and application.
- Engage in collaborative research with the existing team, driving key components at an internationally competitive level.
- Contribute to the establishment of a personal research portfolio within project parameters; support is provided to develop independent proposals under guidance of senior colleagues.
- Mentor PhD students working on the project, supported by senior colleagues.
- Be willing to travel to contribute to an annual workshop.
- Align with the Code of Conduct and Values and cooperate with health and safety policies.
- A PhD in a related discipline (e.g., Mathematics, Computer Science, Engineering, Data Science). Weather or climate science background is acceptable if technical skills are strong.
- Advanced Python or C++ skills with experience in developing and fine-tuning foundation models, HPC and multi-GPU programming.
- Knowledge of state-of-the-art AI models/architectures; experience with collaborative coding and code sharing.
- Strong commitment to staying up to date with discipline knowledge and developments.
- Proven research track record with high-quality and high-impact outcomes and potential for leadership.
- High-level communication skills and ability to network with diverse students and staff.
- Demonstrated ability to work in a team, collaborate across disciplines, and build effective relationships.
- Strong interpersonal and organizational skills; understanding of UNSW aims, objectives and values.
- Knowledge of health and safety responsibilities and willingness to undertake relevant training.
- Australian citizen, Australian permanent resident or New Zealand Special Category Visa holder is required to apply.
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