AI​/ML Battery Algorithm Development Engineer

AI/ML Battery Algorithm Development Engineer

Direct message the job poster from Clarios

The successful candidate will be responsible for developing advanced battery diagnostic algorithms by integrating first-principles electrochemical knowledge with AI and machine learning methods to improve the accuracy of battery aging and failure predictions and optimize overall lifecycle performance. This position also leads proof‑of‑concept initiatives that apply AI tools to accelerate engineering workflows, streamline processes from requirements analysis through release, and drive more efficient and data‑informed product development.

• Develop and validate AI/ML algorithms for battery State of Health (SOH) and predictive analytics.
• Build and maintain multi‑agent systems for battery bot enhancements.
• Evaluate AI platforms such as Azure AI Foundry and Snowflake for workflow automation.
• Apply AI tools to automate engineering processes and requirement analysis.
• Improve modeling workflows through automation, and integration with enterprise systems.

• Design, implement, and optimize algorithms for battery performance modeling and failure prediction.
• Integrate algorithm outputs into system‑level models for real‑time monitoring and diagnostics.

• Support and participate hand on battery test, tear down for performance and failure evaluation.
• Analyze battery aging and failure mechanisms to improve reliability and lifecycle performance.

• Bachelor’s or master’s degree in mechanical, Electrical, Chemical Engineering, Applied Mathematics, or related field.
• Experienced with battery technologies and understanding of aging and failure mechanisms.
• Good understanding of Probability, Statistics and ML theory
• Skilled in developing and deploying ML models in data warehouses or work spaces (such as Snowflake/Snowpark) and building visuals (like Power BI) for data analysis.
• Proficiency with Python and ML frameworks (e.g., XGBoost, PyTorch).
• Ability to quickly learn and adopt emerging technologies, including Generative AI and Large Language Models (LLMs), with a focus on practical application.
• Demonstrated ability to design and apply effective prompting techniques for Generative AI and Large Language Models, ensuring accurate and relevant outputs in engineering applications.

• Experience with AI & Retrieval‑Augmented Generation (RAG) tools to synthesize data from multiple sources.
• Advanced skills in mathematical modeling, simulation, and data analysis.
• Experience in SQL and DAX is considered a strong asset
• Experience developing automated engineering workflows.
• Knowledge of data governance, compliance, and traceability best practices.

• Medical, dental and vision care coverage and a 401(k) savings plan with company matching – all starting on date of hire
• Tuition reimbursement, perks, and discounts
• Parental and caregiver leave programs
• All the usual benefits such as paid time off, flexible spending, short‑and long‑term disability, basic life insurance, business travel insurance, Employee Assistance Program, and domestic partner benefits
• Global market strength and worldwide market share leadership
• HQ location earns LEED certification for sustainability plus a full‑service cafeteria and workout facility
• Clarios has been recognized as one of 2025's Most Ethical Companies by Ethisphere. This prestigious recognition marks the third consecutive year Clarios has received this distinction.

Clarios is the force behind the world’s most recognizable car battery brands, powering vehicles from leading automakers like Ford, General Motors, Toyota, Honda, and Nissan. With 18,000 employees worldwide, we develop, manufacture, and distribute energy storage solutions while recovering, recycling, and reusing up to 99% of battery materials—setting the standard for sustainability in our industry. At Clarios, we’re not just making batteries;

we’re shaping the future of sustainable transportation. Join our mission to innovate, push boundaries, and make a real impact. Discover your potential at Clarios—where your power meets endless…