Deep Learning and Coupled Human-Climate Research Fellow

2 days ago

Fort Collins, Colorado, United States Colorado State University Full time
Job Title: Deep Learning and Coupled Human-Climate Postdoctoral Fellow

Colorado State University is seeking a highly motivated postdoctoral researcher to join our team in the Department of Atmospheric Science. The successful candidate will work with the Barnes, Keys, and Hurrell research groups to conduct independent and collaborative research at the intersection of AI and climate science.

Job Summary

The postdoctoral researcher will be responsible for developing and applying hybrid deep-learning and coupled human-Earth system modeling frameworks to explore the physical and societal impacts of various climate change and proposed climate intervention strategies. The position will involve working with large and complex data sets, building AI tools for climate applications, and publishing research findings in leading journals.

Responsibilities
  • Conduct independent and collaborative research in climate science and AI
  • Develop and apply hybrid deep-learning and coupled human-Earth system modeling frameworks
  • Work with large and complex data sets
  • Build AI tools for climate applications
  • Publish research findings in leading journals
Requirements
  • Ph.D. in an earth science field or Ph.D. in a computer science/data science field with research experience in the earth sciences
  • Demonstrated experience applying machine learning techniques to earth system data
  • Demonstrated experience working both independently and collaboratively
  • Demonstrated experience working with large and/or complex data sets
  • Demonstrated experience writing and publishing scientific results in leading journals
Preferred Qualifications
  • Demonstrated research experience building novel machine learning architectures and applying them to earth system data
  • Familiarity and/or experience working with CMIP3/5/6 climate model output
  • Familiarity and/or experience working with state-of-the-art AI weather/climate emulators
What We Offer

Colorado State University offers a competitive salary and benefits package, as well as opportunities for professional development and career advancement. The university is committed to diversity, equity, and inclusion, and we welcome applications from candidates who share these values.

How to Apply

To apply, please upload your resume/CV, a cover letter that clearly addresses the minimum and preferred qualifications for the position, and the contact information for three professional references. References will not be contacted without prior notification to candidates.

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