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Postdoctoral Associate – Ocean Observation & Data Assimilation

umiami · FL

New
Senior 🇬🇧 English
Linux FORTRAN Python MATLAB machine learning parallel computing high-performance computing GPU programming

Job description

About the role

The Cooperative Institute for Marine and Atmospheric Studies (CIMAS) at the University of Miami seeks a full‑time Postdoctoral Associate for a two‑year, NOAA‑funded project. The research focuses on quantifying how diverse ocean observations improve the Marine JEDI analysis system and enhance coupled ocean‑atmosphere models used for tropical cyclone forecasting.

Key responsibilities

  • Design and execute Ocean Observing System Experiments (OSEs) to evaluate the impact of in‑situ data (e.g., gliders) on ocean analyses.
  • Run OSEs for hurricane forecasts using the weakly coupled data assimilation within the Hurricane Analysis and Forecast System (HAFS).
  • Improve and troubleshoot the high‑resolution MOM6 regional model to reduce errors.
  • Conduct MOM6 analyses with the Marine JEDI variational data assimilation framework.
  • Analyze results, present findings at scientific meetings, and publish in peer‑reviewed journals.

Required profile

  • Ph.D. in oceanography, applied mathematics, statistics, or a closely related discipline.
  • Demonstrated experience running numerical ocean, atmospheric, or coupled Earth system models and/or data assimilation systems.
  • Strong problem‑solving and troubleshooting abilities.

Required skills

  • Linux operating system
  • FORTRAN programming
  • Python programming
  • C++ programming
  • MATLAB or R for data processing
  • Machine learning concepts
  • Parallel and high‑performance computing
  • GPU programming

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Source : ats:workday

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Published 7 hours ago

Expires 1 month from now

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umiami

FL