Sustainable Environmental Model Developer

20 hours ago

Anand, Gujarat, India beBeeEnvironmental Full time ₹ 1,00,00,000 - ₹ 1,50,00,000
Job Overview

This is an exciting opportunity to lead the development of environmental modelling components using strong programming expertise.

As a highly skilled and adaptable professional, you will be responsible for developing, implementing, and maintaining robust, production-ready code that enhances our ability to make accurate predictions of soil carbon levels and agricultural system interactions.

You will need to work independently and as a key member of a multi-disciplinary team reflecting engineering, GIS, soil science, quality management, and data systems, collaborating effectively with external partners.

Key Responsibilities
  • Model Development: Work on agricultural ecosystem models including plant growth models, soil organic carbon models, soil water models, mineral nitrogen models, and grazing models
  • Integration and Testing: Implement and maintain seamless integration between different model components within the Bayesian data assimilation framework
Technical Expertise
  • Bayesian Framework Development: Contribute to the development and maintenance of the Bayesian data assimilation framework for robust uncertainty quantification and model calibration
  • Machine Learning Integration: Evaluate and implement machine learning and statistical models using Python libraries to enhance overall accuracy and predictive power
Code Quality & Collaboration
  • Code Quality and Maintenance: Ensure all modelling code meets high standards for reliability, performance, and maintainability
  • Technical Collaboration: Work closely with senior modellers to translate scientific requirements into robust technical solutions
Data Validation and Communication
  • Model Validation: Design and implement automated testing frameworks to validate and improve model performance
  • Documentation and Communication: Produce comprehensive technical documentation and communicate complex modelling concepts to both technical and non-technical audiences

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