Southeast Toyota Finance ยท 16 hours ago
Senior Data Scientist- CECL Modeler
Southeast Toyota Finance is a division of JM Family Enterprises seeking a Senior Data Scientist- CECL Modeler to lead the development and implementation of credit risk models. The role involves collaborating with cross-functional teams to ensure accurate estimation of credit losses and providing insights to support business risk management.
Responsibilities
Lead the development and implementation of account-level CECL models- Probability of Default, Exposure at Default, Loss Given Default, Prepay curves or models, and other related forward-looking credit risk models
Develop and maintain Development documentation, code, and implementation documents in compliance with best practices and standards
Perform back testing and benchmarking exercises to ensure model accuracy and robustness
Conduct assessments for overlays and maintain accurate documentation in accordance with best practices and standards
Analyze large datasets in a panel framework with the ability to perform sampling, exploratory analysis, outlier analysis, standardization, data transformation, segmentation analysis, statistical tests on stationarity,and other methods commonly used in CECL modeling exercises
Effectively communicate complex technical concepts to stakeholders
Work on end-to-end modeling processes, including data procurement, model estimation, implementation and deployment, and monitoring and testing
Provide insights from the models and modeling exercises to support business risk management and strategies
Provide comprehensive portfolio tracking, analysis, reporting, and forecasting. Provide detailed explanatory analysis and make recommendations to senior management; Proactively identifying risks and opportunities based on current trends and future outlooks
Develop and/or enhance advanced reporting solutions: portfolio reporting, portfolio stability reports, and model monitoring
Collaborate with cross-functional teams, including accounting, finance, treasury, and other company stakeholders
Mentor junior team members
Qualification
Required
A Master's or Ph.D degree in statistics, data science, operations research, mathematics, and/or other quantitative analysis is required
Minimum of 5 years of statistical modeling and/or quantitative analysis experience
Experience managing advanced modeling projects and collaborating well with other team members
Strong interpersonal and communication skills (verbal and written)
Ability to diplomatically communicate findings across departments and to upper management
Ability to effectively operate with multiple priorities and changing directives. Self-motivated with the ability to anticipate department needs, discern work priorities, and meet deadlines
Forward thinker who actively seeks opportunities and proposes solutions
Must be a highly detailed process-driven individual who demonstrates success at building trust and influence while driving for results with and through people
Preferred
5+ years of financial, credit risk, and analytics resource management; indirect automotive lending experience and/or consumer lending preferred
Experience in using Python, SAS, R, or any comparable statistical or data extraction software is preferred
Company
Southeast Toyota Finance
Southeast Toyota Finance provides financing and leasing service.
Funding
Current Stage
Late StageLeadership Team
Recent News
2025-08-18
2025-04-16
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