Senior Research Scientist in Artificial Intelligence for Smart Grid Optimization

Há 11 horas


Porto, Porto, Portugal Cnrs - Satie (Ens Rennes) Tempo inteiro
About the Role

We are seeking a highly skilled and experienced Senior Research Scientist to join our team at CNRS - SATIE (ENS Rennes) in France. This exciting opportunity will enable you to contribute to cutting-edge research in artificial intelligence and smart grid optimization.

Job Description

The successful candidate will be responsible for developing and applying advanced machine learning techniques, particularly deep learning, to optimize electrical network management. You will work closely with a PhD student to further develop our method based on reinforcement learning, aiming to provide AI-based electrical network models. Our research focuses on transforming the electricity network into a smart grid, integrating more renewable energies through decentralized management techniques.

You will be part of the national ANR EDEN4SG project, collaborating with leading organizations such as Orange, EDF, SRD, IRISA (Rennes), and IRIT (Toulouse). Your contributions will include developing fast network models to expedite calculations and adapting the control method to wind energy.

Your tasks will involve:

  • Bibliographical research on machine learning and energy optimization
  • Mathematical formalization of complex problems
  • Numerical simulations to validate your findings
  • Reporting and writing scientific articles
  • Participating in international scientific events
  • Courses may be taught at ENS Rennes
Requirements

To be eligible for this position, you must meet the following criteria:

  • Hold a PhD degree completed at the time of appointment
  • Have spent at least 18 months outside of France between May 2020 and the position starting date
  • Possess knowledge of or a strong interest in machine learning, particularly deep learning, and energy optimization in electricity networks, along with an electrical engineering background
  • Have a very good command of object-oriented programming (Python)
What We Offer

We offer a competitive salary and benefits package, including:

  • A comprehensive salary: €45,000 - €55,000 per annum
  • Opportunities for professional growth and development
  • A dynamic and collaborative work environment
  • Access to state-of-the-art facilities and equipment
  • Support for conference attendance and research collaborations
About Us

CNRS - SATIE (ENS Rennes) is a world-renowned research institution dedicated to advancing knowledge in science, technology, engineering, and mathematics (STEM) fields. We are committed to fostering a diverse and inclusive work environment that encourages innovation and excellence.



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