Manager - Commercial Modeling and Advanced Analytics

Job Description

Why Global Business Lending Risk at GM Financial? The Global Business Lending Risk team at GM Financial operates on multiple fronts. First, the team is dedicated to helping decision makers navigate lending risks by providing insights on a wide-ranging variety of topics such as economics and performance trends across markets in North and South America. Second, the team manages the retail and lease lifecycle on business borrowers by monitoring trends on customer behaviors, industry practices, and various other attributes related to the portfolio.

Third, the team is engaged in working with operations and IT to implement strategic initiatives that provide value to customers and efficiencies to the enterprise. Working in this environment requires attention to detail and accuracy due to the evolving nature of the auto industry and the strict financial regulations. A creative mindset is paramount for this role.

Why Global Business Lending Risk at GM Financial? The Global Business Lending Risk team at GM Financial operates on multiple fronts. First, the team is dedicated to helping decision makers navigate lending risks by providing insights on a wide-ranging variety of topics such as economics and performance trends across markets in North and South America. Second, the team manages the retail and lease lifecycle on business borrowers by monitoring trends on customer behaviors, industry practices, and various other attributes related to the portfolio.

Third, the team is engaged in working with operations and IT to implement strategic initiatives that provide value to customers and efficiencies to the enterprise. Working in this environment requires attention to detail and accuracy due to the evolving nature of the auto industry and the strict financial regulations. A creative mindset is paramount for this role. If you are creative, detail oriented, have a love for collaborating with global partners, and problem solving to provide valuable insights, this is the right fit for you.

This position will be posted until filled.

The Manager - Commercial Modeling and Advanced Analytics is responsible for all aspects of non-general population portfolio management and risk mitigation. This role interfaces with Senior Management, Sales, Legal and Executive Leadership to develop appropriate corrective actions plans that result in minimal losses to GM Financial.

• Performs research, analysis, and modeling on organizational data
• Assists in analyzing key metrics and performing data analysis
• Builds technical knowledge to support research and analytic responsibilities including advanced techniques and algorithms
• Conducts research projects, incorporate project design, data collection and analysis, summarizing findings, developing recommendations and effectively communicating to leadership the impact to the business
• Develops and applies algorithms or models to key business metrics with the goal of improving operations or answering business questions
• Presents findings and analysis for use in decision making
• Ensures that the delivered products meet the business needs of the company
• Partners with and provide recommendations to business leadership on the appropriate application of analytics to business strategies and effectively communicate analysis and implications to senior leadership
• Prioritizes tasks and meets project deadlines in a fast paced work environment.

• Ability to identify and understand business issues and map these issues into quantitative questions
• Advanced knowledge and demonstrated understanding of applied methodologies including logistic regression, sampling methodologies, categorical data analysis, and decision trees
• Advanced skills in SAS, SQL, Excel, Word, PowerPoint required
• Ability to design and implement model documentation and monitoring protocols
• Demonstrated understanding and experience with technical systems, datasets, data warehouses, and data analysis techniques
• Efficiently work with large datasets
• Strong quantitative, analytical and data interpretation skills with a solid foundation of mathematics, probability, and…