Senior Quant Analytics & MLOps Engineer

PNC Financial Services Group; Washington (District of Columbia); On-site; USD 86,000 - 173,000; Full time

Benefits offered by this job

Medical/prescription coverage

401(k) with company match

Pension and stock purchase plans

Paid time off

Job summary

PNC Financial Services Group is seeking a Quantitative Analytics & Model Analyst Senior to design, deploy, and monitor AI/ML solutions across production environments. You will work with data scientists and engineers to ensure scalable, reliable model deployments and governance within a large financial services setting.

The role emphasizes collaboration, rigorous validation, and delivering actionable analytics while operating in an in-office setting with multiple U.S. sites.

Qualifications

• Bachelor’s degree in a quantitative field is required.
• Experience designing AI/ML solutions addressing complex business use cases.
• Experience deploying ML solutions in enterprise environments.
• Proficiency in Python, R, or PySpark and SQL with CI/CD tooling.

Responsibilities

• Build scalable frameworks and reusable components for model development and deployment.
• Collaborate with data scientists to operate ML solutions across production environments.
• Support model lifecycle management including deployment, testing, validation and monitoring.
• Assist in managing model releases, version control, and deployment processes.
• Partner with engineering to set infrastructure standards for model deployment.
• Support automation and infrastructure-as-code initiatives where applicable.
• Troubleshoot deployment and operational issues across AI/ML ecosystems.
• Engage with business and tech teams to deliver solutions.

Skills

Strong communication

Collaboration across teams

Analytical thinking

Problem solving

MLOps experience

Infrastructure collaboration

Education

Bachelor's degree in Computer Science/IS/Data Science/Engineering/Math/Statistics

Tools

OpenShift Container Platform (OCP)

Git

Jenkins

Docker

CI/CD

JIRA/Confluence

SQL

Python

R

PySpark

Cloud AWS/Azure

Job description

PNC Financial Services Group is seeking a Quantitative Analytics & Model Analyst Senior to design, deploy, and monitor AI/ML solutions across production environments. You will work with data scientists and engineers to ensure scalable, reliable model deployments and governance within a large financial services setting.

The role emphasizes collaboration, rigorous validation, and delivering actionable analytics while operating in an in-office setting with multiple U.S. sites.