Highly Skilled AI Specialist

2 weeks ago


Koṭa, India beBeeArtificialIntelligence Full time

As a seasoned developer, we seek a highly skilled AI Specialist to craft and deploy sophisticated neural network models that replicate intricate physics simulations for oil and gas pipeline networks.The ideal candidate will possess in-depth expertise in Graph Neural Networks (GCN, GraphSAGE, Message Passing Networks) with proven implementation experience and a deep understanding of deep learning frameworks (PyTorch Geometric, DGL, or TensorFlow GNN).This is a hands-on role for someone who can design high-fidelity neural network models that replace computationally expensive reservoir and network simulators, enhancing operational efficiency and precision.Key Responsibilities:Design and implement Neural Network architectures to model flow dynamics in interconnected pipeline networksCreate surrogate models that accurately predict 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 graph representationsImplement training frameworks that incorporate physics constraints into neural network loss functionsCollaborate with petroleum engineers to ensure model predictions align with physical behavior and operational constraintsImplement model monitoring, validation, and continuous improvement workflows


  • AI Specialist

    2 weeks ago


    Koṭa, India beBeeArtificialIntelligence Full time

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  • AI Data Specialist

    1 week ago


    Koṭa, India beBeeData Full time

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