Quantitative Analytics & Model Analyst Senior - Data Operations and Machine Learning Operations

Fairygodboss; Pittsburgh (Allegheny County); On-site; USD 140,000 - 180,000; Full time

Job summary

PNC is seeking a Quantitative Analytics & Model Analyst Senior to join its Data Operations and Machine Learning Operations (MLOps) team in multiple US locations, including Pittsburgh, Cleveland, and Tyson's Corner. You will design, engineer, deploy, and support scalable AI/ML solutions that enable advanced analytics across the enterprise.

The role combines system engineering, cloud infrastructure, DevOps, and ML operations to transition models from development to production, partnering with data

Qualifications

• Experience with designing and deploying scalable AI/ML solutions.
• Ability to collaborate with data scientists and business stakeholders.
• Understanding of model lifecycle management from development to production.
• Familiarity with cloud infrastructure and DevOps practices.
• Experience deploying and monitoring ML models in production environments.

Responsibilities

• Build scalable frameworks and reusable components for model development, testing, deployment, and monitoring.
• Collaborate with data scientists to operate analytical and ML solutions in production.
• Support model lifecycle management including deployment, testing, validation, and performance monitoring.

Skills

DevOps

Cloud

ML Ops

Model Deployment

Model Monitoring

Tools

Git

Docker

Kubernetes

Job description

Position Overview

At PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to the company's success. As a(n) [position title] within PNC's [name of division] organization, you will be based in [city/state location of position].

Job Profile

Position Overview

At PNC, our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected, valued and have an opportunity to contribute to the company's success. As a Quantitative Analytics & Model Analyst Senior within PNC's Data Operations and Machine Learning Operations organization, you will be based in Pittsburgh, PA; Cleveland, OH; or Tyson's Corner, VA.

Position Overview

PNC is seeking a Quantitative Analytics & Model Analyst Senior to join our Data Operations and Machine Learning Operations (MLOps) team. This role is responsible for designing, engineering, deploying, and supporting scalable AI and machine learning solutions that enable advanced analytics across the enterprise.

The successful candidate will combine expertise in system engineering, cloud infrastructure, DevOps, and machine learning operations to help transition analytical and machine learning solutions from development into production environments. This individual will partner closely with data scientists, technology teams, business stakeholders, and lines of business to ensure AI and ML solutions are reliable, scalable, secure, and operationally efficient.

Key Responsibilities

• Build scalable frameworks and reusable components that support model development, integration, testing, deployment, and monitoring.
• Collaborate with data scientists to operate analytical and machine learning solutions across production environments.
• Support model lifecycle management, including deployment, testing, validation, performance monitoring, and ongoing optimization.
• Assist in managing model releases, version control, and deployment processes.
• Partner with engineering teams to establish infrastructure standards for model deployment and operational support.
• Support automation, orchestration,