Machine learning engineer

3 days ago

Lucknow, India Luxoft Full time

Project Description: We are seeking a 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 is a hands-on role for someone who can build high-fidelity neural network models that replace computationally expensive reservoir and network simulators (Nexus, Prosper). Responsibilities: Design and implement Neural Network architectures to model flow dynamics in interconnected pipeline networks Build surrogate models that accurately predict pressure distributions, flow rates, and network behavior under varying operational scenarios (training data is acquired through running simulations of the physics models) Create data pipelines to extract network topology and simulation results from physics-based models (Nexus/Prosper) and transform them into graph representations Develop training frameworks that incorporate physics constraints (conservation laws, pressure-flow relationships) into neural network loss functions Collaborate with petroleum engineers to ensure model predictions align with physical behavior and operational constraints Implement model monitoring, validation, and continuous improvement workflows business trip to Kuwait Mandatory Skills Description: Strong expertise in Graph Neural Networks (GCN, Graph SAGE, Message Passing Networks) with proven implementation experience Deep understanding of deep learning frameworks (Py Torch Geometric, DGL, or Tensor Flow GNN) Experience building surrogate models or physics-informed neural networks (PINNs) for engineering applications Proficiency in Python and scientific computing libraries (Num Py, Sci Py, Pandas) Demonstrated ability to work with complex data structures (graphs, time-series, spatial data) Understanding of optimization techniques and handling large-scale training data Technical Domain Knowledge: Understanding of graph theory and network analysis Experience with data structures and graph representations (adjacency matrices, edge lists, sparse tensors) Knowledge of hyperparameter tuning, model building and uncertainty quantification in ML models Nice-to-Have Skills Description: Background in petroleum engineering, process engineering, or fluid dynamics Familiarity with reservoir simulation or pipeline hydraulics Experience with MLOps practices and model lifecycle management Publications or open-source contributions in graph ML Experience deploying ML models in production cloud environments (containerization, API development) Industry Experience: Oil & gas industry experience is a strong plus, However, candidates with relevant surrogate modeling experience from other engineering domains encouraged to apply Educational Background: MS/Ph D in Computer Science, Computational Engineering, Applied Mathematics, or related field preferred Strong mathematical foundation in linear algebra, graph theory, and numerical methods Understanding of graph theory and network analysis

  • Machine Learning Engineer

    3 weeks ago

    Lucknow, India Vayuz Technologies Full time

    Job Description Vayuz Technologies is seeking a highly skilled Machine Learning Engineer with expertise in Python and a strong understanding of Hadoop and other Big Data technologies. You will be instrumental in developing, optimizing, and deploying sophisticated ML and Deep Learning models, working with complex and imbalanced datasets, and ensuring the...

  • Staff Machine Learning Engineer- Generative Ai

    7 days ago

    Lucknow, India Whatjobs IN C2 Full time

    Experience: 10-12 Years Location: Remote Intellify Solutions is seeking a Staff Machine Learning Engineer to lead our Generative AI efforts. This is a rare opportunity to shape the future of manufacturing by applying cutting-edge AI research to real-world problems: from multimodal document understanding, to extracting structured data from technical drawings,...

  • Innovation Engineer

    1 week ago

    Lucknow, Uttar Pradesh, India STEMROBO Full time ₹ 8,00,000 - ₹ 12,00,000 per year

     Developing Strong Expertise in the Field of Embedded Systems, Microcontroller, Robotics, Firmware/Programming around 8 Bit/32 bit microcontrollers and IoT based sensors.  To nurture Innovation and Creativity at K12 School Level students by mentoring and helping them to develop Innovative Embedded Projects with the use of technology in delivery of...

  • Senior Internet of Things Engineer

    3 days ago

    Lucknow, India People Prime Worldwide Full time

    About Company:-A specific global digital engineering and technology solutions company, headquartered in Munich, Germany, operates with approximately 18,000 employees across 39 countries. This organization provides a full spectrum of services including digital product engineering, AI and data analytics, cloud services, and enterprise consulting for clients...

  • Sr. MLOps Engineer

    3 days ago

    Lucknow, Uttar Pradesh, India R Systems Full time ₹ 8,00,000 - ₹ 12,00,000 per year

    Required Skills● 6+ years in MLOps/ML Engineering running production ML/AI workflows.● Strong AWS: SageMaker pipeline and Jobs, Step Functions, ECR, CloudWatch,lambda functions, Event bridge, Dynamodb and DAX; solid Docker and Python.● Excellent knowledge of Machine learning and analytic pipeline implementation and deployment into production using AWS...

  • Foaming Machine Operator

    3 days ago

    Amausi, Lucknow, Uttar Pradesh, India Durable Polymers Full time

    **Job Title**: Batch/Box Foamer (Foaming Machine Operator) **Department**: Production / Manufacturing **Industry**: Cushioning Materials for Indian Railways & Commercial Use **Location**: Nadarganj Industrial Area, Lucknow **Reports To**: Production Supervisor / Shift In-Charge **Salary Range**: ₹20,000 - ₹40,000 per month (based on experience and...

  • Trainers – Banking Sector

    2 days ago

    Lucknow, India Centum Learning Full time

    Ideal Candidate Profile (Essential Attributes) Post-Graduation/Graduation in commerce, science or engineering. MBA / post-graduation will be an added advantage. Preferred Age – 35 – 65 years Certification in advanced banking courses from reputed institutes would be an advantage. Should have 3 to 5 years of training experience of working in a bank or a...

  • Sr. Engineer

    1 week ago

    Lucknow, Uttar Pradesh, India Icon Consultants Full time ₹ 2,00,000 - ₹ 8,00,000 per year

    B.Tech / Diploma in Electrical Engineering having 3 years plus relevant experience or preventive and operational Electrical Maintenance. Experience of Utility and Plant Maintenance Machine stame roll forming, Sonec punching, plazma Cutting

  • Senior Engineer

    1 week ago

    Lucknow, India Seosaph-infotech Full time

    Company DescriptionSeosaph Infotech is an emerging leader in customized software development, offering diverse technological solutions to businesses across various industries. In just two years, the company has established a strong reputation for delivering impactful solutions in Finance, Healthcare, and E-commerce. Seosaph is dedicated to empowering clients...

  • Ai Engineer

    6 days ago

    Lucknow, India Whatjobs IN C2 Full time

    AI Engineer/Senior AI Engineer We are redefining the future of autonomous intelligence and we’re looking for an exceptional Agentic AI Engineer to help us build it. Role Overview As an Agentic AI Engineer on our core team, you will architect, build, and ship sophisticated autonomous multi-agent systems that push beyond traditional LLM workflows. Your work...