Senior Data Architect

2 weeks ago


bikaner, India beBeeData Full time

Role Overview:We are seeking an accomplished Data Architect to develop and deploy complex simulation models that replicate oil & gas pipeline and well networks.This is a hands-on position for someone who can build high-fidelity predictive models that replace computationally expensive reservoir and network simulators.Main Responsibilities:Designing and implementing neural network architectures to model flow dynamics in interconnected pipeline systemsBuilding surrogate models that accurately predict pressure distributions, flow rates, and network behavior under varying operational scenariosCreating data pipelines to extract network topology and simulation results from physics-based modelsDeveloping training frameworks that incorporate physics constraints into neural network loss functionsRequirements:Strong expertise in Graph Neural Networks and deep learning frameworksExperience building surrogate models or physics-informed neural networksProficiency in Python and scientific computing librariesDeep understanding of data architecture and machine learning principlesBenefits:Opportunity to work on cutting-edge projects and technologiesCollaborative and dynamic work environmentProfessional growth and development opportunities



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