Environmental Modelling Specialist

2 weeks ago

Morādābād, Uttar Pradesh, India beBeeEcosystemModeller Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Ecosystem Modeller Position

This is an exciting opportunity for an experienced environmental modeller to take on a challenging role.

  • Develop, implement, and maintain the Agricarbon Ecosystem Model (AEM) using Python.
  • Translate complex modelling concepts into robust, production-ready code that enhances our ability to make accurate predictions of soil carbon levels and agricultural system interactions.
Main Responsibilities:Agricarbon Ecosystem Model Development
  • Work with agricultural ecosystem models including plant growth models, soil organic carbon models, soil water models, mineral nitrogen models, and grazing models.
  • Implement and maintain the integration between different AEM components, ensuring seamless data flow between plant growth, soil carbon, water, nitrogen, and livestock models within the Bayesian data assimilation framework.
Technical Expertise
  • Contribute to the development and maintenance of the Bayesian data assimilation framework that underpins the AEM, ensuring robust uncertainty quantification and model calibration.
  • Configure, run, and extend existing model components such as LINTUL-5 (arable crops), LINGRA (grass), RothPC-N (soil organic carbon and nitrogen).
Data Validation and Quality Assurance
  • Design and implement automated testing frameworks to validate and improve model performance, ensuring statistical rigour in all implementations.
Required Skills and Qualifications
  • Must have advanced programming skills in Python, extensive experience in scientific libraries (NumPy, SciPy, Pandas, scikit-learn, GeoPandas) and Bayesian statistical libraries (PyMC or similar).
  • Proven experience developing and working with ecosystem models or related areas.
  • Experience with software development best practices including version control (Git), testing frameworks, and code documentation.

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