Senior Environmental Model Developer

2 weeks ago

Bengaluru, Karnataka, India beBeeEcosystem Full time ₹ 20,00,000 - ₹ 25,00,000
Ecosystem Modelling Software Developer

This is an exciting opportunity for a seasoned environmental professional with strong programming expertise to contribute to the development of cutting-edge ecosystem models.

Working alongside experienced colleagues, you will be responsible for designing, implementing, and maintaining components of the Agricarbon Ecosystem Model (AEM) using Python.

  • Main Responsibilities:
  • Model Components & Integration:
  • Collaborating on agricultural ecosystem models (AEM), including plant growth models (LINTUL-5, LINGRA), soil organic carbon models (RothPC, RothPC-N), soil water models, mineral nitrogen models, and grazing models
  • Integration: Developing and maintaining 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
  • Tech Development:
  • Bayesian Framework Development: Contributing to the development and maintenance of the Bayesian data assimilation framework that underpins the AEM, ensuring robust uncertainty quantification and model calibration
  • Model Development: Configuring, running, and extending existing model components such as LINTUL-5 (arable crops), LINGRA (grass), RothPC-N (soil organic carbon and nitrogen), developing Python implementations that maximise the benefit of our access to the world's largest soil carbon database
  • Machine Learning Integration: Evaluating and implementing machine learning and statistical models using Python libraries to enhance overall accuracy and predictive power, potentially as part of ensemble modelling approaches

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