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Tech Stack
Tools & technologiesAWSAzureCloudGoogle Cloud PlatformPySparkPythonSQL
About the role
Key responsibilities & impact- Develop and independently perform complex quantitative analyses and models to support decision-making
- Run quantitative strategies
- Develop new model frameworks supporting lines of business
- Refine, monitor, and validate existing models
- Communicate with model owners and model developers throughout reviews
- Work with large datasets to create models
- Perform complex qualitative and quantitative assessments of model theory, design, implementation, data quality, and integrity
- Review reports and associated quantitative analyses
- Assess model risks, strengths, and limitations
- Prepare and analyze detailed validation and regulatory-compliance documentation using applicable templates
- Manage risks associated with business objectives and activities under PNC's Enterprise Risk Management Framework
- Communicate analytical findings to technical, business, and executive audiences
Requirements
What you’ll need- Bachelor's Degree and 8+ years of quantitative analytics, predictive modeling, machine learning, data science, or related experience; Master's 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 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 with large-scale datasets and big data environments
- Strong analytical, quantitative, and problem-solving skills
- Ability to communicate technical concepts to technical and non-technical audiences
- Experience collaborating across multiple business functions and stakeholder groups
- Ability to influence decision-making through data-driven insights
- No employment visa sponsorship or STEM OPT participation
- A comparable combination of education, job-specific certifications, and experience may be considered in lieu of a degree
- Banking or financial services industry experience preferred
- Experience with EAD, PD, LGD, CECL, stress testing, risk modeling, or regulatory frameworks preferred
- Experience supporting retail banking products preferred
- Familiarity with model risk management and banking regulatory expectations preferred
Benefits
Comp & perks- 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 plan
- Stock purchase plan
- Dependent care reimbursement account
- Back-up child/elder care
- Adoption, surrogacy, and doula reimbursement
- Educational assistance, including select programs fully paid
- Robust wellness program with financial incentives
- Maternity and/or parental leave
- Up to 11 paid holidays each year
- 9 occasional absence days each year, unless otherwise required by law
- 15 to 25 vacation days each year, depending on career level and years of service
