Credit Review Data Scientist Senior

OVERVIEW:

Serves as the primary technical resource responsible for data extraction, transformation, analysis, dashboard development, and operational reporting supporting Credit Review activities. Serves as a "hands-on keyboard" analytics expert in developing complex methods, processes, and systems to consolidate and analyze diverse big data sources to generate insights and solutions for the Credit Review team, and for product enhancements. Works closely with the Credit Review Data Steward to support the Credit Review Department’s portfolio Risk Assessment process, review universe development, Reviewable Entity definition, sample selection, portfolio monitoring, and executive reporting. Assists other members of the Credit Review Professional Practices team with data visualization initiatives.

POSITION RESPONSIBILITIES:

Data Extraction & Transformation

• Extract data from Commercial and Consumer loan systems and from data warehouse environments.
• Create repeatable Extract, Transform, Load (ETL) processes.
• Build automated datasets.

Portfolio Analytics

• Produce portfolio segment analyses.
• Monitor asset quality trends.
• Generate concentrations and risk stratifications.
• Support Credit Review’s Risk Assessment processes.

Sample Selection Analytics

• Assist in determining, developing and stratifying portfolio populations.
• Generate statistically valid samples.
• Document sample methodologies.

Dashboard Development

Build and maintain dashboards tracking factors such as Credit Review’s review universe, planned versus completed reviews, testing deviation trends, delinquencies, Criticized assets, charge-offs, risk rating migration, and emerging portfolio risks.

Ad-Hoc Analysis

• Support Credit Review’s Targeted Review activity.
• Perform targeted portfolio analyses.
• Respond to management requests.

• Support regulatory examinations.

Complete other related duties as assigned.

NATURE AND SCOPE:

N/A

MANAGERIAL/SUPERVISORY RESPONSIBILITY:

None

MINIMUM QUALIFICATIONS REQUIRED:

• Bachelor’s degree and a minimum of 5 years related experience, or in lieu of a degree, a combined minimum of 9 years higher education and/ or work experience, including a minimum of 5 years related experience
• Experience working with multiple statistics and data science principles such as AB testing, sample selection, hypothesis testing, and modeling bias
• Proficiency with pertinent statistical software and languages and tools
• Experience with various hybrid databases both on premise and in the cloud
• Intermediate level knowledge of Structured Query Language (SQL) and Not Only Structured Query Language (nSQL)
• Intermediate understanding of modeling techniques such as Bayesian Modeling, Classification models, Cluster analysis, Neural Network, Non-parametric methods, and Multivariate statistics
• Experience analyzing large data sets

IDEAL QUALIFICATIONS PREFERRED:

• Credit Risk Management or Credit Review experience
• Extensive knowledge of and familiarity with data management, analysis, and warehousing products, systems and workflows (Python, Power BI, Alteryx, etc.)
• Highly proficient with Data Governance Tools and with data warehousing concepts
• Experience participating in the remediation of complex data issues
• Strong understanding of statistical sampling methodologies and statistical analysis techniques and tools
• Strong portfolio analytics capabilities
• Strong data visualization skills (Power BI, Tableau)
• Understanding of AI, Generative AI, and Machine Learning applications and capabilities are considered a plus
• Prompt engineering skills are considered a plus

PHYSICAL REQUIREMENTS:

Location

About Us

Great companies have an enduring sense of purpose. At M&T, our purpose is a simple one: make a difference in people’s lives and uplift the communities we serve. M&T Bank Corporation is a financial holding company headquartered in Buffalo, New York. M&T’s affiliates offer advice, guidance, expertise and solutions across the entire financial spectrum, combining M&T Bank’s traditional banking services with the wealth management and institutional capabilities offered by Wilmington Trust. M&T Bank has a network of over 1,000 branches and 2,200 ATMs that span 12 states from Maine to Virginia and Washington, D.C. For more than 165 years, M&T has strived to take an active role in our communities and build long-lasting relationships with our customers. We are a bank for communities—combining the capabilities of a large bank with the care of a locally focused institution.

As an employer of choice, we are proud to offer competitive benefits ranging from medical and retirement to forty hours of paid volunteer time, each year. Our core values – integrity, ownership, collaboration, curiosity, and candor – drive the work we do. We seek to further build upon our record of success by bringing in top talent and fresh skill sets while continuing to support the growth and development of all our team members. View M&T’s Human Capital Report to learn more.

Ready to join our team? Submit your application today!

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M&T Bank is unwavering when it comes to providing equal employment opportunities to all employees and applicants without regard to race, color, national origin, religion, ethnicity, sex, gender identity, age, disability, citizenship, pregnancy, veteran status, military status, marital status, sexual orientation, genetic information or any other characteristic protected under applicable federal, state or local laws. M&T Bank Corporation has policies and procedures in place to promote a drug free workplace.