PNC · 5 months ago
Machine Learning Engineer - Data Science Innovation (DSI)
PA - Pittsburgh (15222)
Full-time
Hybrid
Mid Level
3+ years expPNC is a leading financial services company that values its employees as its greatest differentiator. They are seeking a versatile Machine Learning Engineer to bridge the gap between machine learning models and user interfaces, working closely with data scientists and product teams to build intelligent applications.
BankingFinanceFinancial Services
No H1B
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
Qualification
Required
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)
Preferred
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
Analytical Thinking
Business Intelligence (BI)
Concept Development
Data-Driven Decision Making
Data Integration
Market Research
Performance Metrics
Qualitative Research
Strategic Planning
Benefits
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
Maternity and/or parental leave
Up to 11 paid holidays each year
8 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
Company
PNC
PNC is a financial service company providing bank deposits products and services to its community.
10001+ employees
Funding
Current Stage
Public CompanyTotal Funding
unknown1975-11-17IPO
Leadership Team
Keith Hayes
SVP, PNC Aviation Finance
M
Michael Gaber
Senior Vice President - Originations
Recent News
2026-01-11
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