We are hiring an expert (M/F) in scientific computing to improve the consideration of aerosol type in the MAJA Earth observation image processing chain using machine learning methods. The aim is to explore single and multi-variable regression approaches in order to select the most efficient one, which is the result of a trade-off between simplicity and speed, accuracy and robustness. The ultimate goal is to implement this method in the MAJA chain, which is used at CNES in the operational processing of Sentinel-2 data distributed to the community, but also to prepare the use of the chain for the future TRISHNA space mission.

Application: HERE

Duration: 12 month

Main skills:

  • Strong background in computer science and mathematics
  • Good skills in Python
  • Previous experience in the use of machine learning methods and libraries (eg. Pytorch, scikit-learn) would be an asset

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