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 / Credit Risk / Commercial Lending
Deliverable
production ML models
Required skills
Python or R, statistical modelling, machine learning, logistic regression, feature selection, data quality assessment, model performance evaluation
Preferred skills
credit risk modelling, merchant data analysis, property analytics, forecasting
Technologies
Python, R
Responsibilities
Support development of statistical and ML models for lending origination and servicing; investigate business problems to identify patterns and analytical approaches; contribute to scorecards and model monitoring; explore new data sources and methodologies; translate analytical findings into business outcomes
Seniority
Mid-level, hands-on IC