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Research Scientist, AI For Extreme Weather Forecasting
Описание вакансии
Текст:
TL;DR
Research Scientist (AI for Extreme Weather Forecasting): Developing algorithms and prototype applications for extreme weather forecasting, focusing on machine learning for weather modeling and translating research into real-world impact. Focus on transformers, graph neural networks, probabilistic models, and multi-modal learning to contribute to addressing societal challenges.
Location: London, UK
Company
is advancing the state of the art in artificial intelligence and translating research into societal benefits.
What you will do
- Provide software design and programming expertise to research projects.
- Digest and understand complex research papers, theory, and practice.
- Report and present engineering developments and experimental results.
- Architect and implement robust and scalable research libraries.
- Implement and evaluate algorithms and contribute to development throughout the research cycle.
- Write high-quality code in Python and/or C++.
Requirements
- PhD degree in computer science, mathematics, physics, electrical engineering, ML, or equivalent; alternatively, 5+ years of research experience in leading AI industry labs.
- Proven experience working on complex ML problems and engineering workflows.
- Strong knowledge and experience of Python.
- Experience with data processing and visualisation.
- Working knowledge of Jax, Tensorflow, or similar frameworks.
- Proven knowledge of ML and/or statistics.
Nice to have
- A track record of successful collaborative software development.
- Experience with modeling of environmental systems.
- Experience in ML for the physical sciences and/or sustainability.
- Experience with large-scale and/or distributed computing.
- Working knowledge of C/C++.
Culture & Benefits
- Constant learning, training, and development opportunities.
- Access to leading technology and Google-scale systems.
- Opportunity to make contributions to addressing societal challenges.
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