обновлено 10 часов назад
Senior Battery Cell Electrochemistry and Molecular Dynamics Analysis Engineer (Battery Electrochemistry)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Battery Cell Electrochemistry and Molecular Dynamics Analysis Engineer (Battery Electrochemistry): Developing and calibrating multi-scale battery cell models and data analysis tools for electric vehicle range, charging capability, aging, and safety decisions with an accent on electrochemical modeling, thermal behavior, and molecular dynamics. Focus on integrating physics-based simulations into vehicle co-simulations, analyzing cell performance variation, and applying machine learning to battery data.
Location: Hybrid in Warren, Michigan, United States; report to the Global HQ at least three times per week.
Company
develops automotive technologies focused on zero crashes, zero emissions, and zero congestion.
What you will do
- Develop, maintain, and calibrate physicochemical, electrochemical, thermal, mechanical, and safety models for current and future battery chemistries.
- Implement multi-scale and multi-dimensional cell models using COMSOL, MATLAB/Simulink, SABER, Python, and PyBaMM.
- Characterize and optimize battery cell performance for vehicle range, charging capability, aging, and thermal behavior.
- Collaborate with test teams to improve test protocols, material test methods, and electrochemical parameter databases.
- Release models into full-vehicle co-simulations supporting calibration, diagnostics, battery state estimation, controls development, and warranty analysis.
- Apply statistics, machine learning, and automation to identify insights in cell performance data and improve analysis efficiency.
Requirements
- Bachelor's degree in Computer Science, Data Analytics, Statistics, Chemical, Electrical, or Mechanical Engineering; Chemical Engineering is preferred.
- At least 3 years of experience in battery electrochemistry modeling.
- At least 3 years of experience with data analytics, machine learning, and predictive methods.
- Proficiency with Python, MATLAB, Power BI, Databricks, COMSOL, MATLAB/Simulink, SABER, and PyBaMM.
- Strong understanding of physics-based degradation mechanisms, transport phenomena, modeling processes, and tools.
- GM does not provide immigration sponsorship; existing authorization to work in the United States is required.
Nice to have
- Advanced degree in Chemical, Electrochemical, Materials, Mechanical, or Electrical Engineering, specializing in atomistic simulation or computational materials.
- Five or more years of battery electrochemistry modeling, data analytics, or predictive methods experience.
- Experience with atomistic, coarse-grained, or reactive molecular dynamics simulations.
- Experience with LAMMPS, Materials Studio, AMS, VASP, Gaussian, Quantum ESPRESSO, or equivalent tools.
- Experience with force-field development, parametrization, benchmarking, Python scientific libraries, shell scripting, and scientific data analysis.
Culture & Benefits
- Interdisciplinary work within Global Virtual Engineering on advanced battery cell design.
- Benefits and total rewards supporting employee well-being at work and at home.
- Inclusive workplace focused on belonging and equitable employment opportunities.
- Role-related assessments or pre-employment screening may be required.
Hiring process
- Applicants may complete role-related assessments and pre-employment screening before starting.
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