Researcher - Enhancing Atmospheric Chemistry Modeling Capabilities with Advanced Analytics and AI

hace 2 semanas


Barcelona, Barcelona, España Barcelona Supercomputing Center (Bsc) A tiempo completo
About the Position

The Barcelona Supercomputing Center (BSC) is seeking a highly skilled Researcher to join our team in the Atmospheric Composition group. As a key member of our team, you will play a crucial role in enhancing our modeling capabilities in atmospheric chemistry using cutting-edge technologies such as machine learning, high-performance computing, and GPUs.

Key Responsibilities
  • Propose and implement a strategy for integrating advanced analytics and AI to improve our capabilities for modeling the atmosphere's chemical composition.
  • Review the existing literature on the field and related disciplines to identify opportunities for innovation.
  • Contribute to the preparation of large-scale atmospheric composition training datasets for machine learning developments.
  • Coordinate and contribute to the development of AI-based applications with other researchers or engineers.
  • Participate in collaborative projects with partner institutions to advance our understanding of atmospheric chemistry.
  • Conduct original research and dissemination in high-impact peer-reviewed publications, internal and external meetings, and conferences.
  • Provide scientific support for the preparation of competitive applications for research and/or innovation projects.
Requirements
  • PhD degree in atmospheric chemistry, physics, climate, remote sensing, environmental engineering, data science, machine learning, computer science, or a related field.
  • Demonstrated experience in machine learning (2 years minimum) and experience with Python machine learning libraries (Scikit-learn, PyTorch, Keras, and/or TensorFlow).
  • Demonstrated scientific expertise, including a record of scholarly publications.
  • Good programming skills in Python or equivalent, experience with Unix/Linux and HPC environments.
  • Fluency in English is essential.


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