Tonik
Singapore / Global
Singapore / Global
Philippines - Upsell
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The Senior Data Analyst is responsible to drive risk-adjusted profitability (RAROC) across our consumer credit portfolio. This role sits at the intersection of credit risk, pricing, and portfolio economics, with a clear mandate: optimize money in versus money out. The Senior Analyst will focus on turning risk signals into profitable lending decisions, ensuring growth is capital-efficient and sustainable.
Responsibilities
Profitability & RAROC Optimization
Own loan-level and segment-level profitability analysis, incorporating interest income, fees, funding costs, expected losses, and operating expenses
Design and maintain RAROC and contribution margin frameworks used to guide:
Approval cutoffs
Risk-based pricing
Credit limit management
Identify negative or sub-optimal RAROC segments and recommend corrective actions (pricing adjustments, policy tightening, exposure reduction)
Quantify the profit impact of strategy changes before implementation
Automate recurring profitability reports and dashboards
Portfolio Monitoring & Early Warning
Monitor portfolio health across delinquency, roll rates, charge-offs, recoveries, and vintage performance
Build and maintain early-warning indicators tied to borrower behavior, macro trends, and policy changes
Support stress testing and downside scenario analysis to assess earnings and capital sensitivity
Translate portfolio performance into actionable insights for credit and finance leadership
Data & Analytics Execution
Write and optimize BigQuery SQL to analyze large-scale lending and performance datasets
Use statistical tools (e.g., R, Python, or equivalent) to support profitability analysis, segmentation, and forecasting
Produce clear, decision-ready analysis that links risk metrics directly to financial outcomes
Ensure analytical outputs are reproducible, well-documented, and aligned with business decision cycles
Implement automated data quality checks and validation routines
Qualification
Required Qualifications
5+ years of experience in credit risk, consumer lending, or portfolio analytics
Strong hands-on experience with BigQuery or similar cloud data warehouses
Solid understanding of consumer credit economics, including:
Expected loss mechanics
Pricing vs. risk trade-offs
Portfolio-level profitability drivers
Proven ability to connect analytics to real business decisions and financial outcomes
Preferred Qualifications
FRM certification (completed or in progress)
Experience working with RAROC, economic capital, or capital-constrained growth frameworks
Exposure to pricing, limit management, or portfolio strategy in a consumer lending context
Ability to communicate complex analytics clearly to senior credit, risk, and finance stakeholders
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global