Postdoctoral Researcher in Battery Management Systems

hace 21 horas

Barcelona, Barcelona, España Barcelona Supercomputing Center A tiempo completo
Job Title: Post-Doc Position

Job Summary:

We are seeking a highly motivated and experienced researcher to join our team as a Post-Doc Position in the field of battery management systems. The successful candidate will work on the development of AI-based techniques for battery management systems, with a focus on data analysis and digital twins.

Key Responsibilities:

  • Design and implementation of AI-based techniques for battery management systems
  • Data analysis with connection to digital twins
  • Exploration of physics-based approaches using machine learning and reduced-order modelling
  • Coupling with HPC solvers
  • Optimize accuracy and efficiency of these AI approaches to achieve the project KPIs
  • Participate in the project meetings
  • Validate the numerical results with the experimental data
  • Interact with other BSC researchers and all the project partners

Requirements:

  • Education: The candidate should hold a degree in computational mechanics or applied mathematics
  • Basic education (BSc/MSc) related to artificial intelligence using machine learning methods is mandatory
  • Basic education (BSc/MSc) related to computational mechanics is highly appreciated

Essential Knowledge and Professional Experience:

  • Deep knowledge of machine learning methods (supervised, semi-supervised, unsupervised, and reinforcement learning)
  • High knowledge of deep data structures like neural networks (feed forward, convolutional, graph-based, recursive, transformers), and ensemble models
  • 2-4 years of minimum experience with data engineer tasks

Additional Knowledge and Professional Experience:

  • Good programming skills in Python
  • Good knowledge of common machine learning libraries (Tensorflow, Torch, etc.)

Competences:

  • Strong analytical skills
  • Fluent English
  • Ability to work independently and within a team
  • Good communication and teamwork skills

Conditions:

  • The position will be located at BSC within the CASE Department
  • We offer a full-time contract, a good working environment, a highly stimulating environment with state-of-the-art infrastructure, flexible working hours, extensive training plan, restaurant tickets, private health insurance, support for relocation procedures

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