Senior Research Analyst
Core
Lead and support the development, evaluation, and deployment of AI-based weather and climate models, ensuring predictions are physically consistent and representative of atmospheric processes.
Role type
Senior Research Analyst (AI for Climate)
Builds
AI weather and climate models, datasets, and research publications
Domain
Climate science, Atmospheric Science, Artificial Intelligence
Deliverable
production ML models | research
Required skills
AI model training and evaluation, process-level diagnostics, dataset creation and analysis, research project management, high-performance computing (HPC), Python, R, statistics, machine learning, Unix command-line interfaces, SLURM/PBS, cloud computing platforms, Git/GitHub
Preferred skills
Model inference optimization, large high-dimensional model output analysis, interdisciplinary collaboration, scientific publication writing, LaTeX
Technologies
Python, R, SLURM, PBS, AWS, Azure, Google Cloud, Git/GitHub
Responsibilities
Train and run AI weather and climate models; Evaluate model performance using process-level diagnostics; Create and analyze datasets for model training and evaluation; Document and communicate research results including manuscripts and conference presentations; Manage lab and research-related duties; Conduct literature reviews and support data collection needs
Seniority
Senior, hands-on IC