Engineering Systems Modeling-Simulation-Analyst
Core
Research staff member developing and expanding the GREET life cycle analysis (LCA) model to quantify energy and environmental effects of energy systems and materials.
Role type
Senior IC research engineer (LCA & Python/LLM development)
Builds
Next-generation GREET software, data ingestion pipelines, and web-based interfaces for energy systems analysis
Domain
Energy systems, life cycle assessment (LCA), and environmental analysis
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python programming, Large Language Models (LLMs), Life Cycle Assessment (LCA) methodologies, process modeling, database management, API development, project leadership
Preferred skills
C#, Java, Git, data-driven LCA modeling, public data source familiarity, systems thinking
Technologies
Python, LLMs, GREET, PyGREET, Git
Responsibilities
Design modeling architecture and develop source codes for GREET functionalities; build data ingestion pipelines to collect and validate datasets; conduct rigorous LCA studies; publish journal articles and present results at conferences; coordinate annual expansion of the GREET model; communicate with DOE sponsors and external collaborators.
Seniority
Senior, hands-on IC with project leadership
