Senior Modeling Engineer - Battery & EV Energy Systems

Clarios, LLC; Plymouth, Northern (MI, KY); Hybrid; USD 110,000 - 160,000; Full time

Benefits offered by this job

Medical, dental and vision coverage

401(k) with company matching

Tuition reimbursement

Parental leave

Job summary

Clarios, LLC is seeking a Senior Modeling Engineer to lead physics-based and data-driven models for automotive energy storage systems. You will develop ECMs, aging, SOC/SOH/SOP/RUL, and system simulations across 12V, 48V, and xEV architectures.

You will validate models against lab and vehicle data and collaborate across engineering teams to accelerate virtual design and product development for lead-acid, lithium-ion, and sodium-ion technologies.

Qualifications

• Bachelor's degree in Mechanical, Electrical, Systems, Chemical or related engineering discipline.
• Minimum 8 years of engineering experience.
• Minimum 5 years of modeling and simulation experience.
• Proficiency with MATLAB/Simulink and Simscape.
• Experience with state-space modeling.

Responsibilities

• Develop and maintain electrical, thermal, electrochemical, and system-level models of energy storage products.
• Create battery equivalent circuit models (ECM), reduced-order models, and physics-based representations.
• Develop aging, degradation, SOC, SOH, SOP, and RUL prediction models.
• Build system simulations for 12V/48V architectures, xEV support, and power management.
• Model interactions between battery systems, converters, loads, and vehicle networks.
• Support SOC/SOH/SOP estimation algorithms and vehicle application analysis.
• Correlate simulations with lab and vehicle data and validate models.

Skills

MATLAB/Simulink

Simscape

State-space modeling

System modeling

Education

Bachelor's degree in Mechanical Engineering, Electrical Engineering, Systems Engineering, Chemical Engineering or related field

Tools

ECM modeling techniques

Job description

Clarios, LLC is seeking a Senior Modeling Engineer to lead physics-based and data-driven models for automotive energy storage systems. You will develop ECMs, aging, SOC/SOH/SOP/RUL, and system simulations across 12V, 48V, and xEV architectures.

You will validate models against lab and vehicle data and collaborate across engineering teams to accelerate virtual design and product development for lead-acid, lithium-ion, and sodium-ion technologies.