One of the most pressing and complex challenges currently facing humanity is global warming due to greenhouse gases released by burning of fossil fuels. We’re using machine learning to develop climate models that will more reliably predict rainfall, floods, drought and snowpack in coming seasons and how they will be affected by global warming so we can make informed decisions about our future.
Vulcan Inc. has launched a strategic initiative in partnership with NOAA’s Geophysical Fluid Dynamics Laboratory to develop novel machine learning algorithms to improve their climate model, based on large global training datasets. This high-risk, high-reward project aims to be a first for climate modeling and an example for other climate modeling groups to follow. As a Machine Learning Scientist working in a small elite team, you will design and implement this open-source software and conquer intellectual and computational challenges to make it work.
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