Flow Dynamics Specialist
2 weeks ago
Key Opportunities for a Machine Learning EngineerWe are seeking a highly skilled Machine Learning Engineer to develop and deploy Graph Neural Network (GNN) based surrogate models that approximate complex physics simulations for oil & gas pipeline and well networks.This role involves designing and implementing neural network architectures to model flow dynamics in interconnected pipeline networks, building surrogate models to 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.Design and implement Neural Network architectures to model flow dynamics in interconnected pipeline networksBuild surrogate models that accurately predict pressure distributions, flow rates, and network behavior under varying operational scenariosCreate data pipelines to extract network topology and simulation results from physics-based models and transform them into graph representationsDevelop 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 workflowsKey ResponsibilitiesThe ideal candidate will possess excellent problem-solving skills, the ability to work collaboratively with cross-functional teams, and a passion for staying up-to-date with the latest advancements in machine learning and graph neural networks.Some key responsibilities of this role include:Developing and deploying GNN-based surrogate models to optimize oil & gas pipeline operationsWorking closely with data scientists to design and implement data pipelines for extracting network topology and simulation resultsCollaborating with software developers to integrate machine learning models into existing infrastructureConducting thorough analysis of model performance and making recommendations for improvementsAs a Machine Learning Engineer on our team, you will have the opportunity to work on cutting-edge projects, collaborate with talented colleagues, and contribute to the development of innovative solutions that drive business success.What We OfferAt our company, we are committed to providing our employees with the resources and support they need to excel in their roles. Some benefits of working with us include:A comprehensive benefits package, including medical, dental, and vision coverageA 401(k) retirement plan with employer matchingOpportunities for professional growth and development through training and mentorship programsA dynamic and supportive work environment that encourages collaboration and innovationWe are an equal opportunities employer and welcome applications from diverse candidates.
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Dynamics Engineer and Tech Governance Expert
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Kozhikode, India CodeAce IT Solutions LLP Full timeMeta Ads Specialist CodeAce IT Solutions is hiring a Meta Ads Specialist to drive high-quality lead generation and performance marketing for our digital initiatives. If you’re someone who lives inside Ads Manager and loves optimizing for ROI, this role is for you. What you'll do - Run and optimize Meta Ads campaigns focused on lead generation - Build...
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Meta Ads Specialist
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Meta Ads Specialist
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Investment Specialist
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Senior Meta Ads Specialist
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Kozhikode, India CodeAce IT Solutions LLP Full timeMeta Ads Specialist CodeAce IT Solutions is hiring a Senior Meta Ads Specialist to drive high-quality lead generation and performance marketing for our digital initiatives. If you’re someone who lives inside Ads Manager and loves optimizing for ROI, this role is for you. What you'll do - Run and optimize Meta Ads campaigns focused on lead generation -...
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Senior Meta Ads Specialist
2 weeks ago
Kozhikode, India CodeAce IT Solutions LLP Full timeMeta Ads Specialist CodeAce IT Solutions is hiring a Senior Meta Ads Specialist to drive high-quality lead generation and performance marketing for our digital initiatives. If you’re someone who lives inside Ads Manager and loves optimizing for ROI, this role is for you. What you'll do Run and optimize Meta Ads campaigns focused on lead generation Build...
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Senior Meta Ads Specialist
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Kozhikode, India CodeAce IT Solutions LLP Full timeMeta Ads Specialist CodeAce IT Solutions is hiring a Senior Meta Ads Specialist to drive high-quality lead generation and performance marketing for our digital initiatives. If you’re someone who lives inside Ads Manager and loves optimizing for ROI, this role is for you. What you'll do Run and optimize Meta Ads campaigns focused on lead generation Build...
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Meta Ads Specialist
2 weeks ago
Kozhikode, India CodeAce IT Solutions LLP Full timeMeta Ads SpecialistCodeAce IT Solutions is hiring a Meta Ads Specialist to drive high-quality lead generation and performance marketing for our digital initiatives. If you’re someone who lives inside Ads Manager and loves optimizing for ROI, this role is for you.What you'll doRun and optimize Meta Ads campaigns focused on lead generationBuild custom...
