Data Scientist — Corporate & Institutional Banking

PNC Financial Services Group, Inc.; Charlotte (NC); On-site; USD 86,000 - 173,000; Full time

Job summary

PNC Financial Services Group, Inc. is seeking a Data Scientist to join the Corporate and Institutional Banking (C&IB) team.

You will explore data, build interpretable ML models, and deploy production-ready analytics to support growth objectives across Sales, Credit, Underwriting, and Operations. The ideal candidate combines strong analytical problem solving with practical ML experience and the ability to translate business needs into scalable data products.

Qualifications

• 2-3 years of relevant, post‑graduate professional experience as a Data Scientist or in a comparable analytics role.
• Ability to design and develop interactive dashboards to communicate, visualize, and monitor analytical results using Python or R-based frameworks (e.g. R Shiny, Dash, Flask)
• Strong programming experience in Python or R.
• Strong SQL skills and experience working with large datasets.
• Experience working with Apache Spark using one or more languages (e.g. PySpark, sparklyr, or Spark SQL).
• Experience with Git or comparable version control tools.
• Machine Learning: Experience developing and evaluating traditional ML models, including feature engineering and performance assessment.
• Generative AI: Experience building applied GenAI solutions, including familiarity with retrieval augmented generation and related architectural approaches.

Responsibilities

• Use Python or R to explore data, perform analysis, and rapidly prototype analytical approaches within repeatable workflows.
• Design, develop, validate, and monitor interpretable machine learning models using sound statistical and modeling techniques.
• Own the end‑to‑end delivery of analytical solutions—from prototype through testing, validation, and scalable production deployment, collaborating with engineering and testing partners.
• Act as a key communication bridge across business, product, and engineering teams to gather and document requirements, clearly communicate analytical solutions, and ensure business needs are accurately implemented.
• Define and track performance metrics to measure solution effectiveness and business impact.

Skills

Python

R

SQL

Spark

Git

Dash

R Shiny

Data analysis

Education

Master's degree in quantitative fields

Bachelor's degree with equivalent practical experience

Tools

PySpark

Flask

Job description

PNC Financial Services Group, Inc. is seeking a Data Scientist to join the Corporate and Institutional Banking (C&IB) team.

You will explore data, build interpretable ML models, and deploy production-ready analytics to support growth objectives across Sales, Credit, Underwriting, and Operations. The ideal candidate combines strong analytical problem solving with practical ML experience and the ability to translate business needs into scalable data products.