Data-Driven Model Developer

6 days ago

kanpur, India beBeeMachineLearning Full time

Job Title: Data-Driven Model DeveloperWe are seeking a skilled professional to develop and deploy advanced data-driven models that approximate complex physics simulations for oil & gas pipeline and well networks.Design and implement machine learning architectures to model flow dynamics in interconnected pipeline networksCreate predictive models that accurately forecast pressure distributions, flow rates, and network behavior under varying operational scenariosDevelop data pipelines to extract network topology and simulation results from physics-based models and transform them into actionable insightsCollaborate with petroleum engineers to ensure model predictions align with physical behavior and operational constraintsImplement model monitoring, validation, and continuous improvement workflowsAbout the RoleThis is an exciting opportunity to work at the intersection of machine learning and physics-based modelingAs a key member of our team, you will be responsible for developing and deploying innovative solutions that drive business valueYou will have the opportunity to collaborate with experienced professionals and contribute to the development of cutting-edge technology

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