Senior Research Associate, Defence and National Security, AI for Intelligence Analysis
- Play a leading role in undertaking high-quality research, actively contributing to, and steering the broader research aims of the Defence and National Security Grand Challenge.
- Provide technical leadership for research projects, ensuring successful outcomes, including that research outcomes meet our government partners requirements and can be deployed in the real world.
- Contribute to, and lead where required, interdisciplinary research teams spanning multiple partner organisations.
- Contribute to software development including planning, execution and package release and management.
- Be a point of contact, supporting the PI in engaging with stakeholders regarding projects and deputising for the PI in meetings where necessary.
- A PhD (or equivalent experience and/or qualification) in a field with significant use of both computer programming and advanced statistical or numerical methods, e.g., machine learning, AI, computer science, mathematics, statistics, physics, engineering.
- Practical experience developing and applying Machine Learning to real world problems OR strong theoretical knowledge and academic experience with Machine Learning and adjacent topics.
- Significant experience in developing and applying computer vision and/or large language models, OR significant experience in machine learning interpretability, explainability, and/or uncertainty quantification.
- Experience developing software in a scientific computing context, ideally using Python/Pytorch, including the use of established libraries used in data science and artificial intelligence research.
- An understanding of the importance of good practices for producing reliable software and reproducible analyses, such as version control, issue tracking, automated testing, package management and literate analysis tools such as Jupyter.
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