Senior AI/ML Applications Architect
GE VernovaResponsibilities
- Design and architect scalable AI/ML and generative AI solutions for grid automation, digitalization, and business efficiency.
- Establish AI/ML architecture standards, best practices, and technical guidelines across the CTO organization.
- Build modular, cloud- and edge-ready architectures using containerization, orchestration, autoscaling, infrastructure-as-code, automation, and MLOps pipelines.
- Design and deploy solutions on GE GridNode edge platforms and optimize model performance in production.
- Collaborate with product lines, R&D, product management, and other cross-functional teams to integrate AI/ML capabilities into platforms and products.
- Monitor AI/ML, generative AI, and energy systems research and industry developments.
- Evaluate emerging AI/ML tools, platforms, and vendor solutions, and design, execute, and demonstrate proof-of-concepts.
- Lead complex AI/ML projects from concept through production deployment and provide technical leadership to project teams.
Requirements
- Bachelor’s degree in Computer Science, Electrical Engineering, Data Science, or a related technical field.
- At least 7 years of hands-on experience in software engineering, AI/ML development, and/or architecture roles.
- Expertise with machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn, plus generative AI technologies including LLMs, SLMs, diffusion models, and GANs.
- Experience with AI/MLOps, CI/CD, cloud-native and on-premises development, and deployment in operational technology or industrial automation environments.
- Experience using cloud MLOps platforms such as AWS SageMaker, Azure ML, Google Vertex AI, or Dataiku Cloud.
- Professional experience developing and testing AI/ML algorithms and working with grid or physics models and power system simulation tools.
- Experience with DevOps, data pipelines, Azure ML Registry, Docker, Kubernetes, edge computing, IoT deployments, and AWS, Azure, or GCP.
- Experience across the full AI/ML lifecycle, including data acquisition, data quality and engineering, model selection, evaluation, tuning, testing, deployment, maintenance, and evolution.
- Expertise with GraphDB, SQL/NoSQL databases, and Microsoft Access.
- Programming proficiency in Python, C#, or C++, along with scientific programming and simulation tools such as MATLAB or R.
- Experience with time-series analysis, signal processing, load forecasting, and predictive modeling for energy systems and grid operations.
- Track record of applying research insights to commercial solutions and balancing innovation with practical, business, and critical-infrastructure constraints.
Benefits
- Canadian-based positions offer a base pay range of $126,000 to $189,000 CAD annually.
- Discretionary annual bonus eligibility.
- The role reports to the Director of Data Analytics and AI Solutions within the Grid Automation CTO organization and collaborates across GE Vernova product, R&D, and business functions.
Tech Stack
Categories
About GE Vernova
GE Vernova is a purpose-built energy technology company on a mission to electrify to thrive and decarbonize the world. It is made up of three businesses -- Power, Electrification, and Wind -- with focus on accelerating the path to more reliable, affordable, and sustainable energy, while helping our customers power economies and deliver the electricity that is vital to health, safety, security, and improved quality of life. The world needs more energy, smarter energy. With energy demand expected to grow by more than 50% in the next 20 years, we are continuously innovating to meet the moment…like we have for the past 130 years. The Energy of Change and relentless optimism are what drive us – it’s about never giving up and seeing what’s possible so that we deliver the energy technologies the world needs right now and for generations to come. GE Vernova’s attitude and edge is embedded in its name. We retain our treasured legacy, “GE,” as an enduring and hard-earned badge of quality and ingenuity. “Ver” / “verde” signal Earth’s verdant and lush ecosystems. “Nova,” from the Latin “novus,” nods to a new, innovative era of lower carbon energy that GE Vernova will help deliver. Together, we have the energy to change the world.