Atmospheric Sciences - Postdoctoral Researcher
Core
Conduct research on boundary layer turbulence, clouds, convection, precipitation, and land-atmosphere interactions to improve global storm resolving models using observations and machine learning.
Role type
Postdoctoral Researcher (Atmospheric Sciences)
Builds
Global storm resolving models
Domain
Atmospheric Sciences / Climate Modeling
Deliverable
production ML models
Required skills
cloud microphysics, turbulence and cloud schemes, convective-scale modeling, observational analysis, machine learning, experimental design, independent research project development
Preferred skills
deep learning and emulation, subgrid-scale parameterization development, C++ programming, land processes and earth system modeling
Technologies
cloud resolving models, large-eddy simulations
Responsibilities
Diagnose and improve global storm resolving models using ground-based and satellite observations; perform modeling tasks using cloud resolving models or large-eddy simulations; contribute to conception, design, and execution of research; publish results in peer-reviewed journals and present at conferences; travel to coordinate with collaborators.
Seniority
Postdoctoral, independent research