Advanced Analytics Analyst
Core
Build statistical and machine learning models to solve commercial lending and credit risk problems for Business Banking customers.
Role type
Senior IC machine learning engineer (credit risk)
Builds
production ML models
Domain
Financial services / 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
Technologies
Python, R
Responsibilities
Develop statistical and machine learning models for lending origination and servicing; investigate business problems and identify patterns; contribute to origination scorecards; explore new data sources and methodologies; support model monitoring and management; translate analytical findings into business outcomes.
