Artificial Intelligence Solutions Developer

12 hours ago


hubballi, India beBeeMachineLearning Full time

Job Title: Artificial Intelligence Solutions DeveloperWe are seeking a skilled professional to design and implement cutting-edge AI solutions that approximate complex physics simulations for oil & gas pipeline and well networks.Develop and deploy Neural Network architectures to model flow dynamics in interconnected pipeline networks, leveraging expertise in data science and software engineering.Build robust surrogate models that accurately predict pressure distributions, flow rates, and network behavior under varying operational scenarios, utilizing machine learning algorithms and data analytics techniques.Establish data pipelines to extract network topology and simulation results from physics-based models and transform them into graph representations, applying knowledge of database management and data visualization.Design training frameworks that incorporate physics constraints into neural network loss functions, ensuring accurate and reliable model predictions.Collaborate with petroleum engineers to validate model predictions against physical behavior and operational constraints, fostering a culture of innovation and excellence.Implement model monitoring, validation, and continuous improvement workflows to ensure the highest standards of quality and performance.Benefits: As an AI Solutions Developer, you will have the opportunity to work on challenging projects, develop your skills and expertise, and contribute to the development of innovative solutions that drive business growth and success.Requirements: To succeed in this role, you will need a strong background in artificial intelligence, machine learning, and data science, as well as excellent communication and collaboration skills. You should be able to work effectively in a team environment and adapt quickly to changing priorities and deadlines.



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