Senior AML Data Quality, Quantitative Analytics, Model Development Analyst

PNC

AML analyst developing quantitative models and data controls for PNC banking. Assessing model risk, data integrity, and regulatory compliance across AML processes.

Posted 8/20/2026full-timePittsburgh • Illinois, Ohio, Pennsylvania • 🇺🇸 United StatesSenior💰 $86,000 - $172,000 per yearWebsite

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in quantitative analysis, model development, and data governance practices, with a strong focus on AML monitoring and compliance. Capable of leading data quality assurance efforts and influencing stakeholders through effective communication and analytical thinking.

Highest-signal resume keywords

Quantitative AnalysisModel DevelopmentData Quality AssuranceAML MonitoringData Governance Practices

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Quantitative ModelsData AnalyticsFinancial AnalysisPredictive AnalyticsQuantitative TechniquesModel FrameworksRisk AssessmentData GatheringComplex ReportingTesting

Soft Skills

Analytical ThinkingEffective CommunicationCollaborationInfluencing StakeholdersOperational Effectiveness

Industry Keywords

AMLFinancial CrimesRegulatory ReportingData ControlsData IntegrityRisk AppetiteFinancial-Services Regulatory EnvironmentOperational RisksData QualityConsulting

About the role

Key responsibilities & impact

Perform advanced quantitative analyses and model development to drive decision-making
Run quantitative strategies and make recommendations based on analyses
Analyze and develop new model frameworks in support of the line of business
Refine, monitor, and review existing models
Communicate ongoing with model owners and model developers during reviews
Work with larger, more complex datasets to create models
Perform quantitative analysis and develop complex reports
Perform qualitative and quantitative assessments of models, including theoretical aspects, design, implementation, data quality, and integrity
Analyze complex data and associated quantitative analysis
Make recommendations based on data analytics findings
Use quantitative tools and techniques to measure and analyze model risks and determine model strengths and limitations
Prepare and analyze detailed documents for validation and regulatory compliance using applicable templates
Lead AML data quality and assurance efforts across key AML processes
Provide effective challenge, identify opportunities to strengthen data controls, and assess the business impact of data issues
Collaborate with investigators, business leaders, technology teams, and model owners
Promote data integrity, transparency, and operational effectiveness
Connect regulatory expectations, business processes, and data governance practices
Influence stakeholders across the organization and help ensure critical decisions rely on reliable, well-governed data

Requirements

What you’ll need

University/college degree typically required for roles at this level
3+ years of relevant/direct industry experience
Comparable combination of education, job-specific certification(s), and experience may be considered in lieu of a degree
Knowledge of AML monitoring, investigations, and regulatory reporting data
Financial crimes, risk, or compliance experience
Data quality and assurance knowledge
Data controls and data governance practices
Industry knowledge and practical experience
Analytical thinking
Credit risks
Data analytics
Financial analysis
Model development
Operational risks
Quantitative models
Risk appetite
Bank quantitative analysis
Consulting
Data gathering and reporting
Effective communications
Predictive analytics
Quantitative techniques
Financial-services regulatory environment
Testing
Candidates will be subject to additional background checks required by the specific government client contract
PNC will not provide sponsorship for employment visas or participate in STEM OPT for this position

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
Years-of-service benefits