Machine Learning Operations Architect – ML Ops Architect – / Software Architect – Data and Automation – Java – Python – Aws
| Company | PNC Financial Services |
|---|---|
| Location | Cleveland, OH, USA, Pittsburgh, PA, USA, Strongsville, OH, USA |
| Salary | $Not Provided – $Not Provided |
| Type | Full-Time |
| Degrees | |
| Experience Level | Senior |
Requirements
- Solid Understanding of ML algorithms, model building, training, and evaluation.
- Experience with offline and online Feature Store
- Proficiency in programming (Python, Java, etc.), CI/CD pipelines, Docker, Kubernetes, and other software development tools.
- Experience with data ingestion, storage, processing, and data pipelines.
- Experience with cloud services like AWS, Azure, or GCP. AWS Sagemaker will be preferred.
- Proficiency with tools like Terraform or CloudFormation.
- Ability to set up and interpret monitoring metrics for model performance and infrastructure health.
Responsibilities
- Participates in defining functional designs and application systems architecture across all technologies and platforms.
- Designs an application’s technical infrastructure, such as specific databases, programming languages, utilities, and testing approaches.
- Participates in the assessment of software defects discovered during the quality assurance process.
- Participates in addressing enterprise-wide platform and technology requirements for applications.
- Develops detailed programming instructions to solve business problems through automation support.
Preferred Qualifications
- Competitive Advantages
- Customer Solutions
- Design
- Enterprise Architecture Framework
- Machine Learning
- Risk Assessments
- Technical Knowledge