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Senior Battery Data Scientist

2 months ago

Reston, Virginia, United States Storm4 Full time
Senior Battery Data Scientist

Storm4 is a specialist GreenTech recruitment firm seeking a highly skilled Senior Battery Data Scientist to join our team. As a vital part of our Data Science and Software Engineering team, you will drive the improvement of our clients' software while assisting with product development.

Key Responsibilities:
  • Develop and implement models to forecast and monitor battery performance, including 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, perform 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, including 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.