Position Title: AVPCorporate Title: AVPReporting to: VPLocation: Bengaluru
Job Profile
Key Accountabilities
Credit Economic Capital Modeling:
- Support Global and Regional Economic Capital production process.
- Run, maintain, and update the monthly production processes for generating loan-level Economic Capital results.
- Perform Monte Carlo simulations of Economic Capital (catastrophic losses that occur in crisis scenarios) using vendor models such as Moody's Risk Frontier.
- Assist standardization of Economic Capital modeling across ALL regions.
- Align EC modeling parameters (e.g. quantification of systematic risks in individual credit position, PD/LGD correlation, etc.)
- Develop/enhance Economic Capital production process.
- Conduct peer code reviews, promote best coding practice, explore cutting-edge technologies and tools for production process automation.
- Work with stakeholders and partners across global organization (often with conflicting interests).
- Develop and promote tools and technology to facilitate stakeholder communications.
Credit Risk Framework
- Manage credit risk appetite and concentrations management limit frameworks. Link credit risk appetite and concentration limits to business strategy (capital/earnings).
- Support credit portfolio quality vs. current and future economic/market trends.
- Participate in policy review and updates – in coordination with key regional and global stakeholders.
- As SME, assist risk identification and materiality measurement within the Americas Region.
Credit Loss Forecasting Models
- Forecast stress credit losses according to preformatted macroeconomic scenarios:
- Implement and update proprietary credit risk models (e.g. Probability of Default / Loss Given Default / Exposure at Default) for all loan exposures and loan types.
Assess and standardize loan data extraction from numerous regional and global systems – supporting credit portfolio modeling.
Job Requirements
- Excellent data analytics skills gained through hands-on experience, including familiarity with large data sets and the tools for data analysis (e.g. R, python, Pandas)
- Experience using Git/Bitbucket (version control applications) to manage production-level code.
- Understanding or ability to quickly learn – credit management platform (software) i.e. credit loss forecast models, stress lost forecasting, Monte Carlo loss simulation, etc.
- Excellent communication skills, oral and written, also interpersonal skills.
- Experience with statistical tools and techniques (regression models, multivariate analysis, machine learning / deep learning) within financial services
- Model development capabilities.
Experience & Abilities
- 3+ years work experience with credit analytics (or equivalent) function preferred.
- 2+ years work experience in/or supporting Front Office function (e.g. credit, markets, etc.) within a major commercial or investment bank, insurance company, or similar international financial business.
- Understanding of / or direct Experience with cloud computing (i.e. AWS).
- Active participation in leading/advocating projects. Strong teamwork abilities.
- Excellent critical thinking, problem-solving abilities.
- Highly motivated, strong attention to detail, organized
Minimum Bachelor’s degree (Masters/PhD welcome) with emphasis on quantitative methods and tools (i.e. Computer Science, Engineering, Finance, other disciplines).
Mail to hetal.p@aptita.com