At PNC, the business and technical problem is to build the foundation of machine learning capabilities by designing, implementing, and scaling an MLOps ecosystem, enabling data scientists to rapidly innovate and deploy models that directly impact customers and business.
Requirements
- Proven experience as an MLOps Engineer, Platform Engineer, or Architect with a focus on machine learning infrastructure.
- Deep hands-on expertise with core MLOps capabilities like Feature stores (e.g., Hopsworks or Feast)
- Strong DevOps/DataOps fundamentals: CI/CD (Jenkins, GitLab CI), containerization (Docker, Kubernetes), and infrastructure as code (Terraform, CloudFormation).
- Solid understanding of machine learning principles and the end-to-end ML lifecycle platforms (e.g., MLflow, Kubeflow, or cloud-specific services like AWS SageMaker)
- Experience supporting development teams and collaborating with product vendors on issue resolution and security vulnerabilities
- Architect hybrid/on-prem deployments using OpenShift (OCP) and Kubernetes, ensuring cost efficiency and high availability
- Machine Learning
- Enterprise Architecture Framework
Responsibilities
- Leads in the overall design of cross-functional, multi-platform, and Web-based application systems; oversees all application system processes.
- Develops application architecture and blueprints aimed at reflecting enterprise business logic.
- Defines application components, platforms, interfaces, and development tools.
- Directs mapping activities on specific technology platforms.
- Provides technical guidance to application development teams.
- Consults on integration and conversion activities.
- Conducts reviews, and analyses organizational needs and goals to develop and implement applications.
Other
- This position is primarily based in a location within PNC’s footprint.
- PNC will not provide sponsorship for employment visa for this position. PNC will not participate in OPT or STEM OPT for this position.PNC will not provide sponsorship for employment visas or participate in STEM OPT for this position.
- Customer Focused - Knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions.
- Managing Risk - Assessing and effectively managing all of the risks associated with their business objectives and activities to ensure they adhere to and support PNC's Enterprise Risk Management Framework.
- Industry relevant experience is typically 8+ years.
