Director, Predictive Modeling and Machine Learning
Core
Define and drive the modeling strategy for credit risk, servicing, and collections using predictive modeling and machine learning.
Role type
Director, Predictive Modeling and Machine Learning (strategic IC with potential leadership)
Builds
High-impact predictive models and analytics solutions for used and new car financing
Domain
Financial services / Auto finance / Credit risk
Deliverable
production ML models
Required skills
Predictive modeling, Machine learning, Credit risk modeling, Python, SQL, Statistical tools, Cloud architecture, Model lifecycle management, Regulatory compliance
Preferred skills
Auto finance experience, Consumer lending, MLOps tools, Cloud platforms
Technologies
Python, SQL, R, SAS, AWS, Azure, GCP, MLflow, Kubeflow
Responsibilities
Define and execute strategic roadmap for predictive modeling, Lead cross-functional initiatives integrating analytics, Oversee development and deployment of models, Serve as strategic advisor to senior leadership, Represent analytics in regulatory forums, Foster organizational partnerships
Seniority
Director, strategic IC with mentorship potential
