Senior Manager, Predictive Modeling and Machine Learning
Core
Leads complex modeling initiatives and drives innovation in machine learning and data science to inform strategic decisions across credit risk, collections, and operations.
Role type
Senior Manager, Predictive Modeling and Machine Learning
Builds
Advanced statistical and ML models for credit risk, collections, and operations
Domain
Consumer lending / Credit risk
Deliverable
production ML models
Required skills
Predictive modeling, Machine learning, Python, SQL, Statistical tools, Cloud platforms, MLOps
Preferred skills
Model governance, Explainability, Responsible AI, Consumer lending domain
Technologies
Ensemble models, Deep learning, NLP, Causal inference, GenAI
Responsibilities
Lead design and deployment of predictive models, Integrate advanced ML techniques, Mentor data scientists, Promote adoption of data science tools, Present insights to stakeholders, Drive experimentation with emerging techniques
Seniority
Senior, hands-on IC with leadership responsibilities