Director, Modeling and Data Science
Core
Lead the machine learning and statistical models behind lending and deposit products, including credit risk, fraud, collections, pricing, and marketing.
Role type
Director, Modeling and Data Science
Builds
Accurate, interpretable, and compliant ML models for consumer lending and financial services
Domain
Consumer lending / Financial services
Deliverable
production ML models
Required skills
Machine learning, statistical modeling, team leadership, Python, gradient boosting, deep learning, ensemble modeling, model governance, regulatory compliance
Preferred skills
LLM and foundation models development, Master's or PhD in quantitative field
Technologies
Python, Scikit-learn, XGBoost, TensorFlow, PyTorch
Responsibilities
Lead end-to-end lifecycle of ML models, set modeling roadmap, build and mentor data science team, partner with Risk/Marketing/Compliance, apply advanced ML techniques, shape ML infrastructure, ensure regulatory compliance
Seniority
Director, people management
