AVP, Risk Analytics (SME Banking)
Core
Manage, clean, and prepare data for monitoring and analytical assessment of SME Banking portfolios to reduce risk and improve risk-adjusted return.
Role type
Senior IC risk analytics manager (SME Banking)
Builds
Decision-ready analytics, early warning signals, portfolio performance reports, and dashboards for senior management and regulators.
Domain
Banking / Credit Risk / SME Finance
Deliverable
production ML models | dashboards & analysis
Required skills
Credit risk modeling, portfolio management, data cleaning and preparation, regulatory compliance, stakeholder alignment, large dataset analysis
Preferred skills
Early warning signal framework design, model accuracy improvement, product pricing strategy, data mart enhancement
Technologies
SAS, SQL, Python, Power BI, R
Responsibilities
Manage and prepare internal/external data for portfolio monitoring; Develop deep-dive analytics across portfolios and customer segments; Deploy and enhance early warning signals to prevent delinquencies; Collaborate with business users to align risk parameters with business strategy; Generate portfolio performance reports and dashboards for stakeholders; Collaborate with IT teams to enhance analytics data marts.
Seniority
Senior, hands-on IC