Senior Data Scientist: Fraud, Doc AI & Forecasting

F.N.B. Corporation; Pittsburgh (Allegheny County); On-site; USD 120,000 - 190,000; Full time

Job summary

F.N.B. Corporation in Pittsburgh, PA, seeks a Senior Data Scientist to lead the development and deployment of advanced analytics and machine learning solutions across fraud detection, document intelligence, customer analytics, and treasury forecasting.

You will partner with business leaders to translate complex problems into scalable models, oversee end-to-end production ML systems, and drive measurable business impact through governance and monitoring.

Qualifications

• BA or BS in a relevant field.
• Minimum 5 years of related experience.
• Strong communication and collaboration skills.
• Ability to design and implement ML models.
• Experience with production ML systems and governance.
• Familiarity with NLP/vision is a plus.

Responsibilities

• Lead the design and development of ML models across fraud detection, customer behavior, document intelligence, and financial forecasting.
• Partner with senior leadership to identify opportunities and translate business needs into data-driven solutions.
• Architect and oversee end-to-end production ML systems with data pipelines, feature stores, deployment, and monitoring.
• Provide technical leadership, mentorship, and review for quality and best practices.
• Communicate complex analytical findings to technical and non-technical audiences to influence decisions.
• Establish best practices in modeling, documentation, governance, and performance monitoring.
• Design and evaluate experiments (A/B testing, back testing) to measure model impact on fraud loss, retention, and revenue.
• Drive innovation by researching and applying new tools and methodologies in data science.
• Collaborate cross-functionally with data engineering, IT, and business teams to ensure alignment and implementation.
• Design and implement NLP, computer vision, and hybrid rule-based/ML systems for document extraction and text analytics.
• Performs other related duties and projects as assigned.
• All employees have risk management responsibility per the risk management program.

Skills

Communication

Organizational skills

Analytical skills

Interpersonal skills

Detail-oriented

Project management

Machine Learning

Statistical modeling

Data Wrangling

Feature Engineering

Education

BA or BS

Job description

F.N.B. Corporation in Pittsburgh, PA, seeks a Senior Data Scientist to lead the development and deployment of advanced analytics and machine learning solutions across fraud detection, document intelligence, customer analytics, and treasury forecasting.

You will partner with business leaders to translate complex problems into scalable models, oversee end-to-end production ML systems, and drive measurable business impact through governance and monitoring.