At U.S. Bank, helping customers and businesses make better financial decisions and enabling communities to grow and succeed by gathering and integrating large volumes of data to generate insights and solutions for client services and product enhancement.
Requirements
- Experience in analytics, advanced analytics/statistics, predictive modeling, machine learning, data visualization
- Experience conducting risk and compliance assessments for machine learning models in regulated environments.
- Understanding of machine learning techniques and algorithms
- Experience in python/R/SAS/SQL for data extraction, data mining, and predictive analytics
- Strong analytic skills with the ability to extract, collect, organize, analyze and interpret trends or patterns in complex data sets
- 1-3 years of relevant experience in ML model development and validation within financial services.
- Demonstrated project management skills
Responsibilities
- Works closely with cross-functional teams, including model validators, vendors, model risk officers, and business lines, to ensure effective model implementation and monitoring.
- Partners with Model Risk management team during internal and external audits of ML models with regulatory agencies.
- Acquires data from multiple data sources to perform analysis.
- Implements and validates predictive models as well as create and maintain statistical models with a focus on big data.
- Identifies, analyzes and interprets trends or patterns in complex data to provide answers to business questions as well as provide recommendations for action.
- Interprets data and analyzes results using various advanced statistical techniques and tools.
- Presents data and analysis in a clear and concise manner allowing the audience to quickly understand the results and recommendations and make data driven decisions.
Other
- Bachelor's degree in a quantitative field such as statistics, computer science, engineering or applied mathematics, or equivalent work experience
- Four to six years of relevant experience
- Effective interpersonal, verbal and written communication skills
- Must be able to comply with U.S. Bank policies and procedures including the Code of Ethics and Business Conduct and related workplace conduct and safety policies.
- Ability to work in a hybrid/flexible schedule, with an in-office expectation of 3 or more days per week
