Advanced AI Modeler

2 weeks ago


bharatpur, India beBeeMachineLearning Full time

Job SummaryWe are seeking a highly skilled Artificial Intelligence Modeler to develop and deploy cutting-edge artificial intelligence models that approximate complex physics simulations for oil and gas pipeline and well networks.This is a hands-on role for someone who can build high-fidelity predictive models that replace computationally expensive reservoir and network simulators, enabling faster and more accurate decision-making.The ideal candidate will have strong expertise in Deep Learning Architectures, a deep understanding of machine learning frameworks such as TensorFlow or PyTorch, and experience building surrogate models or physics-informed neural networks for engineering applications.Key Responsibilities include designing and implementing predictive model architectures to simulate flow dynamics in interconnected pipeline networks, building surrogate models that accurately predict pressure distributions, flow rates, and network behavior under varying operational scenarios, creating data pipelines to extract network topology and simulation results from physics-based models, and developing training frameworks that incorporate physics constraints into neural network loss functions.



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