Machine Learning Engineer - Data Science Innovation (DSI)

PNC • Pittsburgh, PA

8d • Onsite

About The Position

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 Machine Learning Engineer within PNC's Data Science Innovation (DSI) organization, you will be based in Pittsburgh, PA.

This position is primarily based in a PNC location. Responsibilities require time in the office or in the field on a regular basis. Some responsibilities may be performed remotely, at manager's discretion.

We are looking for a versatile and product-oriented Machine Learning Engineer with strong front-end development skills to join our team. You will bridge the gap between cutting-edge ML models and intuitive user interfaces — helping us build intelligent, responsive, and scalable applications. You will work closely with data scientists, backend engineers, and product teams to bring ML-powered features to life.

Requirements

• 3–6 years of experience in software engineering or ML engineering roles.
• Proficiency in Python for ML development (e.g., scikit-learn, TensorFlow, PyTorch).
• Solid understanding of ML model lifecycles, versioning, and monitoring (e.g., MLflow, Weights & Biases).
• Proficient in front-end technologies: React.js, TypeScript/JavaScript, HTML5, CSS3.
• Experience with REST APIs or GraphQL and integrating with back-end services.
• Familiarity with CI/CD pipelines, Docker, and cloud platforms (AWS, GCP, or Azure).
• Strong product mindset and ability to think end-to-end.
• Excellent collaboration skills — able to work across ML, engineering, and design.
• Agile and iterative development approach.

Nice To Haves

• Experience deploying ML models using Flask, FastAPI, or similar frameworks.
• Experience with front-end design systems or component libraries (e.g., Angular UI, Tailwind CSS).
• Exposure to full-stack development or back-end technologies – Javascript.
• Knowledge of user-centric design and data privacy principles.

Responsibilities

• Build, train, evaluate, and optimize machine learning models (e.g., classification, regression, NLP, recommendation).
• Implement pipelines for model deployment, monitoring, and retraining using MLOps best practices.
• Collaborate with data scientists to translate prototypes into production-ready code.
• Design scalable APIs and services to serve ML predictions to front-end components.
• Build and maintain modern, responsive, and accessible front-end interfaces using React (or equivalent framework).
• Integrate ML models and APIs into seamless user experiences.
• Optimize UI performance and ensure smooth, data-driven interactions.
• Translate business needs and wireframes into functional, elegant front-end features.

Benefits

• PNC offers a comprehensive range of benefits to help meet your needs now and in the future. Depending on your eligibility, options for full-time employees include: medical/prescription drug coverage (with a Health Savings Account feature), dental and vision options; employee and spouse/child life insurance; short and long-term disability protection; 401(k) with PNC match, pension and stock purchase plans; dependent care reimbursement account; back-up child/elder care; adoption, surrogacy, and doula reimbursement; educational assistance, including select programs fully paid; a robust wellness program with financial incentives.
• In addition, PNC generally provides the following paid time off, depending on your eligibility: maternity and/or parental leave; up to 11 paid holidays each year; 9 occasional absence days each year, unless otherwise required by law; between 15 to 25 vacation days each year, depending on career level; and years of service.
• To learn more about these and other programs, including benefits for full time and part-time employees, visit pncthrive.com.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Number of Employees: 5,001-10,000 employees