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Quantitative Analytics & Model Consultant Senior Retail Banking (ML & Predictive modeling)

PNC Bank


Job Location:

Pittsburgh, PA - USA

Yearly Salary: USD 112000 - 249600
Posted: 17 October 2026 (6 hours ago)
Application Deadline: 14 January 2027
Vacancies: 1 Vacancy

Job Summary

Position Overview

At PNC our people are our greatest differentiator and competitive advantage in the markets we serve. We are all united in delivering the best experience for our customers. We work together each day to foster an inclusive workplace culture where all of our employees feel respected valued and have an opportunity to contribute to the companys success. As a Quantitative Analytics & Model Consultant Senior within PNCs Retail Banking (ML & Predictive modeling) organization you will be based in Pittsburgh PA; Cleveland OH; Tysons Corner VA; Washington DC; or East Brunswick NJ.

Job Summary:

PNC is seeking a highly skilled Quantitative Analytics & Model Consultant Senior to join the Retail Banking (ML & Predictive modeling) team. This role focuses on the development validation implementation and enhancement of advanced machine learning predictive analytics and quantitative modeling solutions that support strategic business objectives across deposits transactions wealth management customer segmentation and retail banking initiatives.

The successful candidate will leverage large-scale data assets cloud-based technologies and advanced analytical techniques to build and optimize predictive models conduct experimentation simulate business scenarios and deliver actionable insights to stakeholders at all levels of the organization. This individual will collaborate closely with cross-functional teams while communicating complex analytical findings to technical business and executive audiences.

Required Qualifications:

Bachelors Degree and 8 years of quantitative analytics predictive modeling machine learning data science or related experience Masters Degree and 6 years of relevant experience or PhD and 3 years of relevant experience.
Advanced programming experience with Python and PySpark.
Strong hands-on experience developing and deploying machine learning and predictive modeling solutions.
Experience working with cloud computing environments including AWS Microsoft Azure or Google Cloud Platform (GCP).
Advanced SQL expertise including Complex Joins Aggregations Subqueries Data transformation and manipulation and Query optimization
Experience working with large-scale datasets and big data environments.
Strong analytical quantitative and problem-solving skills.
Proven ability to communicate technical concepts to both technical and non-technical audiences.
Experience collaborating across multiple business functions and stakeholder groups.
Demonstrated ability to influence decision-making through data-driven insights.

Preferred Qualifications:

Banking or financial services industry experience.
Prior experience supporting one or more of the following: Exposure at Default (EAD) Probability of Default (PD) Loss Given Default (LGD) Current Expected Credit Loss (CECL).
Stress Testing other risk modeling and regulatory frameworks
Experience supporting retail banking products including deposits transactions customer segmentation or wealth management.
Familiarity with model risk management and regulatory expectations within the banking industry.

PNC is an in-office company that fosters a supportive culture where employees can thrive and achieve balance. We encourage candidates to connect with their recruiter and hiring manager to understand workplace expectations and ensure the role aligns with their goals.

PNC will not provide sponsorship for employment visas or participate in STEM OPT for this position.

Job Description
  • Independently performs the most complex quantitative analyses and models development to support decision-making by running quantitative strategies.
  • Develops new model frameworks by supporting the line of business. Refines monitors and validates existing models. Conducts on-going communication with model owners and model developers during the course of the review. Works with large data to create models.
  • Performs the most complex qualitative and quantitative assessments on all aspects of models including theoretical aspects model design and implementation as well as data quality and integrity. Reviews reports and associated quantitative analysis. Validates existing models and assesses model risks.
  • Evaluates identified model risks and reaches conclusions on strengths and limitations of the model.
  • Prepares and analyzes detailed documents for validation and regulatory compliance using applicable templates.

PNC Employees take pride in our reputation and to continue building upon that we expect our employees to be:

  • Customer Focused - Knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions.
  • Managing Risk - Assessing and effectively managing all of the risks associated with their business objectives and activities to ensure they adhere to and support PNCs Enterprise Risk Management Framework.

Qualifications

Successful candidates must demonstrate appropriate knowledge skills and abilities for a role. Listed below are skills competencies work experience education and required certifications/licensures needed to be successful in this position.

Preferred Skills
Analytical Thinking Credit Risks Data Analytics Financial Analysis Model Development Operational Risks Quantitative Models Risk Appetite

Competencies
Bank Quantitative Analysis Consulting Data Gathering and Reporting Effective Communications Predictive Analytics Quantitative Techniques Regulatory Environment - Financial Services Testing

Work Experience
Roles at this level typically require a university / college degree. Higher level education such as a Masters degree PhD or certifications is desirable. Industry relevant experience is typically 8 years. Specific certifications are often lieu of a degree a comparable combination of education job specific certification(s) and experience (including military service) may be considered.

Education
Bachelors

Certifications
No Required Certification(s)

Licenses
No Required License(s)

Language Assessments

No Required or Preferred Language Assessments

Pay Transparency

Base Salary: $112000.00 $249600.00

Salaries may vary based on geographic location market data and on individual skills experience and education. This role is incentive eligible with the payment based upon company business and/or individual performance.

Application Window

Generally this opening is expected to be posted for two business days from 10/15/2026 although it may be longer with business discretion.

Benefits

PNC offers a comprehensive range of benefits to help meet your needs now and in the future. Depending on your eligibility options for full-time employees include: 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.

In addition PNC generally provides the following paid time off depending on your eligibility: maternity and/or parental leave; up to 11 paid holidays each year; 9 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.

To learn more about these and other programs including benefits for full time and part-time employees visit.

Disability Accommodations Statement

If an accommodation is required to participate in the application process please contact us via email at . Please include accommodation request in the subject line title and be sure to include your name the job ID and your preferred method of contact in the body of the email. Emails not related to accommodation requests will not receive responses. Applicants may also call and say Workday for accommodation assistance. All information provided will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.


At PNC we foster an inclusive and accessible workplace. We provide reasonable accommodations to employment applicants and qualified individuals with a disability who need an accommodation to perform the essential functions of their positions.

Equal Employment Opportunity (EEO)


PNC provides equal employment opportunity to qualified persons regardless of race color sex religion national origin age sexual orientation gender identity disability veteran status or other categories protected by law.

This position is subject to the requirements of Section 19 of the Federal Deposit Insurance Act (FDIA) and for any registered role the Secure and Fair Enforcement for Mortgage Licensing Act of 2008 (SAFE Act) and/or the Financial Industry Regulatory Authority (FINRA) which prohibit the hiring of individuals with certain criminal history.

California Residents

Refer to the California Consumer Privacy Act Privacy Notice to gain understanding of how PNC may use or disclose your personal information in our hiring practices.


Required Experience:

Senior IC