Position OverviewValue Driven Solutions (VDS) is seeking a highly skilled Battery Modeling and Algorithm Engineer to develop cutting-edge solutions in battery modeling and optimization. This role will focus on creating advanced mathematical models for battery systems, leveraging physics-aware machine learning algorithms, and implementing computationally efficient optimization techniques. You will work closely with cross-functional teams to deploy these models into production environments, driving improvements in battery performance and efficiency.
Key Responsibilities- Develop and refine mathematical models of linear and nonlinear dynamical systems, with a focus on distributed parameter systems for rechargeable lithium batteries.
- Create physics-aware machine learning models to optimize battery performance, ensuring the models are computationally efficient for mass production.
- Lead efforts in the deployment of hybrid machine learning models in commercial products, ensuring scalability and effectiveness in real-world applications.
- Apply machine learning-based optimization techniques, such as genetic algorithms and gradient-based ML algorithms, to enhance battery performance.
- Collaborate with engineering teams to integrate battery models with hardware, test equipment, and international standards.
- Stay up to date with the latest advancements in battery production processes and ensure modeling approaches align with industry best practices.
- Lead and mentor a team of engineers, fostering a collaborative environment focused on innovation and high-quality results.
Preferred Qualifications- Ph.D. in Engineering, Materials Science, or a relevant domain with 5+ years of industry experience.
- Strong proficiency in Matlab, Python, and COMSOL for advanced modeling and algorithm development.
- Extensive experience in modeling linear and nonlinear systems, including distributed parameter systems.
- Proven expertise in deploying physics-based hybrid machine learning models for battery products.
- Experience with machine learning optimization techniques, such as genetic algorithms and gradient-based ML algorithms.
- Familiarity with test equipment, international standards, and certified agency requirements applicable to rechargeable lithium battery products.
- Deep understanding of lithium-ion battery production processes and state-of-the-art technologies.
- Strong leadership and communication skills with a proven track record of managing high-performing engineers.
Compensation and BenefitsVDS offers competitive compensation based on experience and expertise. As a valued team member, you will work on innovative battery technology projects that are shaping the future of energy storage.
Value Driven Solutions is an equal opportunity employer committed to diversity and inclusion. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, disability, protected veteran status, gender identity, or any other factor protected by applicable federal, state, or local laws.
