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Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in risk segmentation strategies, model development, and statistical methodologies, with a strong focus on auto lending. Proficient in leveraging advanced analytical tools and techniques to optimize financial returns and enhance portfolio performance.
Highest-signal resume keywords
Statistical MethodologiesMachine LearningLogistic RegressionPython ProgrammingRisk Segmentation
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Manage the creation, implementation, and validation of risk segmentation strategies
- Support adjudication, exposure management, risk segmentation, and financial return optimization
- Integrate large, diverse datasets and apply feature engineering to support model development and enhancement
- Develop and enhance scorecards and models throughout the credit life cycle using statistical methodologies and machine learning
- Coordinate model deployment across FICO Decision Engine, Python, and related platforms
- Partner with stakeholders on Model Risk Management due diligence and timely issue resolution
- Leverage statistical models and vendor data platforms to improve acquisition and portfolio performance
- Support downstream model use and consolidate business impact analyses for model or strategy changes
- Communicate key findings to management and present recommendations to senior management
- Act as primary regulatory interface on risk issues and requirements for a key business segment
- Assess and provide direction for existing and new regulations
- Interface cross-functionally with teams beyond risk
- Represent the business on corporate initiatives and identify key risks and implications
- Provide direction in complex situations
Requirements
What you’ll need- Bachelor's degree required; graduate degree preferred or progressive work experience in addition to experience below
- 10+ years' experience required
- Strong statistical and mathematical background with auto lending experience
- Expertise in logistic regression, decision trees, clustering, survival analysis, GLM, gradient boosting, scorecard development, reject inference, PD/LGD loss prediction, and machine learning
- Hands-on analytics experience with bureau and alternative data sources
- Knowledge of feature engineering and attribute aggregation
- Advanced proficiency in SAS, R, Python, and related analytical tools
- Proficient PC skills in MS Office and PC-based analytical and reporting software
- Experience with relational databases and ETL using SQL or SAS
- Working knowledge of SAS Enterprise Miner, FICO Model Builder, or Angoss Knowledge Seeker
- Strong analytical and problem-solving skills
- Flexibility to adapt to rapidly changing requirements
- Extremely strong attention to detail and ability to manage and prioritize tasks
- Proven ability to develop and maintain productive business/peer relationships
- Superb written and verbal communication skills
- Experience developing and presenting recommendations to senior management
- Occasional domestic travel; no international travel
Benefits
Comp & perks- Variable compensation/incentive awards, including eligibility for cash and/or equity incentive awards
- Health and well-being benefits
- Savings and retirement programs
- Paid time off, including Vacation PTO, Flex PTO, and Holiday PTO
- Banking benefits and discounts
- Career development
- Reward and recognition
- Regular career, development, and performance conversations
- Online learning platform
- Mentoring programs
- Training and onboarding sessions
- Flexible work arrangement indicated as remote
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Statistical AnalysisFeature EngineeringScorecard DevelopmentDecision TreesClusteringGLMGradient BoostingPD/LGD Loss PredictionETL Using SQLBureau Data Analysis
Soft Skills
Analytical SkillsProblem-Solving SkillsAttention to DetailCommunication SkillsRelationship Management
Tools & Technologies
SASRPythonSAS Enterprise MinerFICO Model BuilderAngoss Knowledge SeekerMS OfficePC-Based Analytical Software
Industry Keywords
Auto LendingModel Risk ManagementRegulatory ComplianceCredit Life CycleFinancial Return Optimization