Argonne National Laboratory
U. S. Department of Energy national laboratory
AIModelsforEarthsystem
“AI Models for Earthsystem at Argonne National Laboratory. Skills: deep learning, AI foundation models, generative AI, weather modeling. Contribute technical experience. Develop and evaluate machine learning approaches”
What You'll Achieve.
deliver probabilistic weather forecasts beyond 14 days
Industry & Context.
problem-solving skills
background check, obtain a government access authorization
What They're Looking For.
Must Have
deep learning, PyTorch/ JAX, scaling deep learning models, large GPU-based machines, large AI foundation models, HPC systems, scientific programming, data analysis, PhD Degree
Nice to Have
large, dynamical systems, atmospheric science, atmospheric dynamics, process scale models, numerical computation techniques, atmospheric observational datasets, data assimilation techniques, statistics, sub-seasonal-to-seasonal modeling, coupled atmosphere-ocean modeling
What You'll Do.
Contribute technical experience
Develop and evaluate machine learning approaches
Assist on projects applying machine learning
Develop machine learning-based weather models
Evaluate machine learning models
Work with a team of scientists
How You'll Work.
Team & Collaboration
collaborate with this group; working with a team of scientists; communicating effectively with colleagues; Ability to work and communicate with stakeholders; fosters collaborative scientific discovery
Communication Scope
clear, concise writing of technical papers; interacting and communicating effectively with colleagues; Ability to work and communicate with stakeholders
Process & Methodology
coordinating a broad spectrum of activities
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