Advanced Analytics Analyst
Core
Build statistical and machine learning models to solve commercial lending and credit risk problems for Business Banking customers.
Role type
Advanced Analytics Analyst (Credit Modelling)
Builds
Statistical and machine learning models, analytical tools, and insights for lending decisions
Domain
Financial Services / Commercial Lending / Credit Risk
Deliverable
production ML models
Required skills
Python or R, statistical modelling, machine learning, logistic regression, feature selection, data quality assessment, model performance evaluation, quantitative problem-solving
Preferred skills
credit risk modelling, merchant data analysis, property analytics, forecasting, econometrics, mathematics
Technologies
Python, R
Responsibilities
Develop statistical and machine learning models for lending origination and credit use cases; investigate business problems and identify patterns; contribute to scorecard development; explore new data sources and methodologies; support model monitoring and management; translate analytical findings into business outcomes
Seniority
Mid-level, hands-on IC
