Systems Modeling & Optimization Engineer
Core
Build unified modeling and simulation tools for vehicle energy consumption and fleet-level Total Cost of Ownership (TCO) to inform vehicle/system architecture and fleet orchestration decisions.
Role type
Senior IC systems modeling and optimization engineer
Builds
Physics-based simulation models of energy consumption and city-level fleet simulators
Domain
Autonomous driving, electric vehicle powertrains, fleet operations
Deliverable
production ML models | product features | dashboards & analysis
Required skills
systems modeling, data science, Python/Matlab, data analytics, data-based modeling, cross-functional project leadership, technical communication
Preferred skills
machine learning in real-world applications, agentic coding tools, physics-based modeling of EV powertrains, operations research, optimization approaches
Technologies
Python, Matlab, simulation frameworks
Responsibilities
Build unified modeling and simulation tools for vehicle energy consumption and fleet-level TCO; Develop physics-based simulation models of energy consumption across all vehicle operating modes and environmental conditions; Develop a city-level fleet simulator to evaluate interactions across operations models, fleet orchestration, vehicle platform architecture and infrastructure; Use simulation tools to inform critical vehicle/system architecture decisions; Collaborate with SW, Product, Data Science and Operations teams to inform production fleet orchestration software and operations/infrastructure roadmaps
Seniority
Senior, hands-on IC