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5 days ago
We are seeking a skilled professional to join our team as a Research Associate - Senior Research Associate - Climate. This role is ideal for someone who wants to work on developing an artificial intelligence-based foundation model toolbox that utilizes historical, global and regional weather and climate data.
The successful candidate will be part of a leading research project focused on climate risks to agriculture across the Asia-Pacific region. Our team aims to develop a general-purpose toolbox that can be used in various contexts, with opportunities to explore other types of impacts associated with climate change.
Key Responsibilities- Contribute to the technical development of the foundation model toolbox, including data wrangling, code development, evaluation and application.
- Engage in collaborative research with the existing team, leading key components at an internationally competitive level.
- Lead and contribute to significant international publications.
- Establish a personal research portfolio within project constraints; support to develop independent research proposals under guidance of senior colleagues.
- Support PhD students working on the project, under mentorship of senior colleagues.
- Be willing to travel to contribute to an annual workshop.
- A PhD in a related discipline (e.g., Mathematics, Computer Science, Engineering, Data Science). Weather or climate science background acceptable if technical skills are strong.
- Key skills include advanced Python or C++ with experience in developing and fine-tuning foundation models, HPC systems and multi-GPU programming.
- Knowledge of state-of-the-art AI models and architectures; track record of collaborative coding (e.g., GitHub).
- Commitment to ongoing discipline knowledge and developments; high-quality and impactful research with leadership potential.
- Strong communication and networking skills with diverse students and staff; capacity to work collaboratively across disciplines.
This is a full-time position (35 hours per week) with a fixed term of 3 years. The salary range is between $113k and $150k per year, plus 17% Superannuation and annual leave loading.
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