Postdoctoral Appointee - Convective Storms and Severe Weather
Core
Lead high-resolution Earth system modeling and AI/ML integration to improve prediction of convective storms and severe weather hazards.
Role type
Postdoctoral researcher (physics-based modeling & AI/ML)
Builds
High-resolution regional and global model simulations for severe weather prediction
Domain
Atmospheric science, Earth system modeling, AI/ML for weather
Deliverable
production ML models | research
Required skills
Numerical modeling, high-performance computing, AI/ML methods, Python, Fortran, C++, statistical analysis, scientific writing
Preferred skills
GPU-based simulations, convection-permitting models (E3SM, ERF), AI/ML for severe weather prediction
Technologies
Python, Fortran, C++, E3SM, ERF
Responsibilities
Conduct high-resolution model simulations of convective storms; contribute to model development using AI/ML approaches; analyze model outputs alongside observational datasets; publish research findings in peer-reviewed journals
Seniority
Postdoctoral (0-5 years post-PhD)