Battery Data Scientist

⚡ Role: Senior Battery Data Scientist / AI/ML Engineer

💼 Industry: Renewable Energy and Battery Storage Solutions

💰 Salary: $180k+

As a vital part of the Data Science and Software Engineering team, you will drive the improvement of my clients’ software while also assisting with product development. As a Senior Battery Data Scientist/ML Engineer, you will help to develop battery models, simulation tools, forecasting methodologies, performance analytics for defect identification and lifespan optimization of lithium-ion energy storage systems.

Day to Day Duties:

• Developing and implementing models to forecast and monitor battery performance, such as state of charge (SoC), imbalance, state of health (SoH), and round-trip efficiency.
• Analyse field data, use lab results, and provide prognostic suggestions for battery system optimisation.
• Preprocess data, do quality checks, and create and manage databases for high-performance analysis.
• Create and validate statistical models and algorithms for machine learning deployment, working with technical and product teams.
• Develop dashboards, GUIs, and detailed documentation to aid with data visualisation, software development, and algorithm enhancements.

Requirements:

• 3-5 years of applicable data analytics experience, primarily with lithium-ion batteries.
• Master’s or Ph.D. in battery chemistry, physics, mathematics, engineering, or related subjects.
• Proficient in Python (3+ years) with expertise processing large amounts of data and using statistical approaches.
• Experience in numerical methods, machine learning/AI approaches, and differential equation solvers.
• Thorough grasp of battery domain expertise, such as cell chemistry, battery management systems (BMS), and energy storage systems.

Nice-to-have:

• Experience with lithium-ion battery simulation methodologies and knowledge in battery end-of-life modelling.
• Academic or work experience in renewable energy, with an emphasis on the energy sector.
• Prior expertise with production systems that use advanced machine learning algorithms and data analytics.
• Experience with open-source data analytics platforms.

📧 Sounds like you? Please click on the ‘Easy Apply’ button. You can also send your resume directly to [email protected] or message me directly!

⚡ Storm4 is a specialist GreenTech recruitment firm with clients across Europe, APAC and North America. To discuss open opportunities or career options, please visit our website at www.storm4.com and follow the Storm4 LinkedIn page for the latest jobs and intel.