AI/ML Modeler Intern, Banking Data & Deployment

FNB Corporation; Pittsburgh, Northern (Allegheny County, KY); Hybrid; USD 25,000 - 34,000; Full time

Job summary

FNB Corporation invites motivated students to join the AI/ML Modeler & Developer internship within the enterprise data engineering and architecture technology team. The role focuses on applying machine learning techniques to banking use cases, from risk scoring to customer segmentation, in secure on-premises and cloud environments.

You’ll contribute to development, testing, and deployment of models, collaborating with data engineers, analysts, and compliance teams while gaining mentorship and

Qualifications

• Currently pursuing a bachelor’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
• Familiarity with Python and ML libraries (e.g., Scikit-learn, Pandas, NumPy).
• Basic understanding of machine learning concepts and supervised/unsupervised learning techniques.
• Exposure to version control tools (e.g., Git) and containerization (e.g., Docker).
• Strong analytical and problem-solving skills.
• Ability to work in a secure, regulated environment with attention to data privacy and compliance.

Responsibilities

• Assist in building and validating machine learning models for banking use cases such as risk scoring, transaction classification, and customer behavior analysis.
• Work with structured and unstructured data from internal banking systems to prepare datasets for modeling.
• Support the deployment of models in on-premises environments using tools like Python, Docker, and internal APIs.
• Collaborate with data engineers, business analysts, and compliance teams to ensure models meet regulatory and operational standards.
• Document model development processes, assumptions, and performance metrics.
• Participate in code reviews, testing, and troubleshooting of deployed models.
• Stay informed about emerging trends in AI/ML and their applications in banking.

Skills

Python

ML Libraries

Data Analysis

Communication

Education

Bachelor's degree in CS or related field (in progress)

Tools

Docker

Git

SQL

Job description

FNB Corporation invites motivated students to join the AI/ML Modeler & Developer internship within the enterprise data engineering and architecture technology team. The role focuses on applying machine learning techniques to banking use cases, from risk scoring to customer segmentation, in secure on-premises and cloud environments.

You’ll contribute to development, testing, and deployment of models, collaborating with data engineers, analysts, and compliance teams while gaining mentorship and