Senior Data Scientist - AI & Risk Analytics (Audit)

PNC Financial Services Group; Pittsburgh (Allegheny County); Presencial; USD 91 000 - 186 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Medical and prescription drug coverage

Dental and vision options

Life insurance

Short and long-term disability

401(k) with PNC match

Pension and stock purchase plans

Dependent care assistance

Paid holidays

Vacation days

Resumo da oferta

PNC Financial Services Group invites a Senior Data Scientist to support Internal Audit by delivering advanced analytics, machine learning, and AI-enabled solutions across the enterprise.

You will lead end-to-end analytics, collaborate with audit teams to translate objectives into data products, and develop predictive and anomaly-detection models to strengthen audit planning, testing, and reporting. The role emphasizes governance, deployment, and mentoring, with on-site work in Pittsburgh.

Qualificações

• Advanced proficiency in Python and SQL.
• Experience with data manipulation and analytical libraries (Pandas, NumPy, Scikit-learn, PySpark, TensorFlow).
• Experience with large-scale data environments (Hadoop-based platforms, distributed processing).
• Experience with GitHub or similar VCS.
• Experience with ML, statistical modeling, predictive analytics, and data science methodologies.
• Experience with NLP, text analytics, document intelligence, topic modeling, unstructured data.
• Experience deploying and monitoring production analytics/ML solutions.
• Familiarity with Artifactory, Conda, pip.
• Familiarity with Power BI or Tableau.
• Generative AI experience (LLMs, prompt engineering, RAG, AI agents).
• Understanding AI governance, model risk management, responsible AI practices.
• Strong problem-solving and stakeholder communication.
• Ability to manage multiple priorities in a dynamic environment.
• Mentoring and collaboration skills.
• Typically requires Masters and 5+ years experience.
• In lieu of a degree, comparable education/certifications considered.

Responsabilidades

• Lead end-to-end delivery of analytics, ML, and AI-enabled solutions for Internal Audit priorities.
• Translate audit objectives into analytics and data products.
• Develop predictive and anomaly detection models to strengthen audit planning and monitoring.
• Build scalable, reusable analytical frameworks and data products.
• Explore automation and generative AI to enhance audit processes.
• Collaborate with data, technology, and enterprise partners for deployment and maintenance.
• Ensure governance, validation, testing, and lifecycle management standards.
• Present insights to technical and non-technical audiences.
• Mentor team members and promote best practices in data science and analytics engineering.
• Contribute to evolving Internal Audit data science and automation capabilities.
• Lead analysis on large structured and unstructured datasets to extract insights.
• Direct data gathering, processing, and mining across large datasets.
• Develop algorithms using advanced mathematical and statistical techniques.
• Run analytical experiments and share findings via data storytelling.

Conhecimentos

Python

SQL

Pandas

NumPy

Scikit-learn

PySpark

TensorFlow

GitHub

Hadoop

Power BI

Tableau

NLP

LLMs

RAG

Formação académica

Master's degree

5+ years experience

Ferramentas

GitHub

Hadoop

Artifactory

Conda

pip

Power BI

Tableau

Descrição da oferta de emprego

PNC Financial Services Group invites a Senior Data Scientist to support Internal Audit by delivering advanced analytics, machine learning, and AI-enabled solutions across the enterprise.

You will lead end-to-end analytics, collaborate with audit teams to translate objectives into data products, and develop predictive and anomaly-detection models to strengthen audit planning, testing, and reporting. The role emphasizes governance, deployment, and mentoring, with on-site work in Pittsburgh.