Leads the Credit Review Data and Analytics function with the Credit Review Professional Practices team, serving as the department's expert in portfolio analytics, data architecture, reporting, sampling methodologies, and emerging Artificial Intelligence (AI) capabilities. Owns the analytical framework used to support the portfolio Risk Assessment process, review universe development, Reviewable Entity definition, sample selection, portfolio monitoring, and executive reporting. Acts as the liaison between Credit Review and Enterprise Data, Technology, Risk, and Finance organizations. Uses expert knowledge to ensure that Credit Review data documentation and quality satisfies business needs in collaboration with other domain and product stakeholders. Coordinates efforts spanning multiple domains to maintain and improve data quality through issue identification, management and remediation.
.
POSITION RESPONSIBILITIES:
Credit Review Portfolio Analytics
- Develop and maintain the Credit Review team’s review and Reviewable Entity universe.
- Translate commercial and consumer loan portfolio data into Reviewable Entities.
- Create methodologies for portfolio segmentation and risk stratification.
- Develop and maintain portfolio monitoring metrics.
- Support the portfolio Risk Assessment process and review planning.
Data Acquisition & Governance
- Establish repeatable processes for extracting data from M&T platforms.
- Validate data quality and completeness.
- Maintain data lineage documentation.
- Manage relationships with data owners and technology teams.
Statistical Sampling
- Design statistically valid sampling approaches.
- Develop risk-based and judgmental sampling frameworks.
- Optimize sample sizes while maintaining appropriate coverage.
- Support examiner and audit requests regarding sample methodology.
Executive Reporting
Build and oversee dashboards for delinquencies, defaults, charge-offs, Criticized/Classified assets, risk ratings, Watchlist credits, policy exceptions, review testing deviation and Findings, and review plan execution.
Artificial Intelligence Strategy
- Identify AI use cases within Credit Review.
- Evaluate Generative AI and predictive analytic solutions.
- Partner with Model Risk and Technology.
- Develop controls and governance around AI deployment.
- Pilot AI solutions involving credit memo analysis, review planning, sample selection, Findings summarization, risk trend identification, etc.
Complete other related duties as assigned.
NATURE AND SCOPE:
To be completed with job posting
MANAGERIAL/SUPERVISORY RESPONSIBILITY:
Number of Staff: 5-8
MINIMUM QUALIFICATIONS REQUIRED:
- Bachelor’s degree and a minimum of 7 years related experience, or in lieu of a degree, a combined minimum of 11 years higher education and/ or work experience, including a minimum of 7 years related experience
- Minimum of 2 years’ managerial, supervisory, and/or work leadership experience
- Expert ability to pull data from Structured Query Language (SQL) platforms
- Proven ability to close data issues
- Experience owning the business relationship to get complex business requirements and translate those into tech requirements for engineers
- Experience setting the user acceptance test parameters to ensure conformity to business objectives
- Knowledge of data management
IDEAL QUALIFICATIONS PREFERRED:
- Credit Risk Management or Credit Review experience
- In-depth knowledge of and familiarity with data management, analysis, and warehousing products, systems and workflows (Python, Power BI, Alteryx, etc.)
- Experience using Data Governance Tools and with data warehousing concepts
- Experience leading the remediation of complex data issues
- Strong understanding of statistical sampling methodologies and statistical analysis techniques and tools
- Strong understanding of AI, Generative AI, and Machine Learning applications and capabilities
- Excellent prompt engineering skills
- Familiarity with Application Programming Interface (API) integrations
- Portfolio analytics experience
PHYSICAL REQUIREMENTS:
M&T Bank is committed to fair, competitive, and market-informed pay for our employees. The pay range for this position is $123,600.00 - $206,000.00 Annual (USD). The successful candidate’s particular combination of knowledge, skills, and experience will inform their specific compensation.LocationBuffalo, New York, United States of America
Skills Required
- Bachelor's degree and at least 7 years of related experience, or 11 years of combined higher education and work experience including 7 years of related experience
- At least 2 years of managerial, supervisory, or work leadership experience
- Expert ability to pull data from SQL platforms
- Proven ability to close data issues
- Experience owning business relationships and translating complex business requirements into technical requirements for engineers
- Experience setting user acceptance testing parameters to ensure conformity to business objectives
- Knowledge of data management
- Credit Risk Management or Credit Review experience
- Experience with data management, analysis, and warehousing products, systems, and workflows, including Python, Power BI, or Alteryx
- Experience using data governance tools and data warehousing concepts
- Experience leading remediation of complex data issues
- Understanding of statistical sampling methodologies and statistical analysis techniques and tools
- Understanding of AI, Generative AI, and Machine Learning applications and capabilities
- Prompt engineering skills
- Familiarity with API integrations
- Portfolio analytics experience
M&T Bank Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about M&T Bank and has not been reviewed or approved by M&T Bank.
-
Retirement Support — Retirement benefits are positioned as a strong pillar, including a 401(k) match and the possibility of an additional employer contribution, plus access to an employee stock purchase plan.
-
Leave & Time Off Breadth — Time-off offerings are framed as competitive, with a flexible PTO approach and paid volunteer time called out as a meaningful add-on to standard leave.
-
Wellbeing & Lifestyle Benefits — Wellbeing support appears comparatively robust, highlighted by mental-health therapy/coaching sessions and broader wellness programming alongside community-oriented perks.
M&T Bank Insights
What We Do
M&T Bank is a multi-state community-focused bank serving New York, Maryland, New Jersey, Pennsylvania, Delaware, Connecticut, Virginia, West Virginia and Washington, D.C. Founded in 1856, the company provides banking, investment, insurance and mortgage financial services to more than 3.6 million consumer, business and government clients.
.png)
.png){kind=logo}
