Ecosystem Modelling Professional

3 days ago


Jamnagar, Gujarat, India beBeeEnvironmental Full time US$ 1,20,000 - US$ 1,40,000

Develop and implement ecosystem models to simulate environmental systems. Key Responsibilities:

  1. Work with plant growth models such as LINTUL-5 and soil carbon models including RothPC-N.
  2. Implement integration between different model components ensuring seamless data flow within the Bayesian framework.
  3. Technical Development:
  • Contribute to the development and maintenance of the Bayesian data assimilation framework for robust uncertainty quantification and model calibration.
  • Configure, run and extend existing model components such as LINTUL-5 (arable crops) and RothPC-N (soil organic carbon and nitrogen).
  • Evaluate and implement machine learning and statistical models to enhance overall accuracy and predictive power.
About You:
  • You must have advanced programming skills in Python programming for data science and environmental modelling.
  • Must have experience developing and working with ecosystem models or related areas.
  • Must have extensive experience with machine learning techniques and their application to environmental data.
  • Must have experience with software development best practices.
  • Must have excellent analytical and problem-solving abilities.
  • Educational background: Master's degree or PhD in Data Science, Environmental Science, Computer Science, or related field.
Nice to Have:
  • Experience with Bayesian methods and data assimilation frameworks.
  • Familiarity with crop growth models such as LINTUL and soil-plant-atmosphere interactions.
  • Geospatial data handling experience.
  • Familiarity with cloud computing platforms.

Environmental Modeller Data Scientist Ecosystem Model Bayesian Framework Python



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