Responsibilities:
- Work towards establishing an enhanced loss forecasting model framework. Identify areas of improvement of existing models and create roadmap for further improvement.
- Conduct back-testing and stress-testing of the loss estimates.
- Work with stakeholders (Finance, Accounts, & Risk) to negotiate and get relevant sign-offs
- Support reporting team and stakeholders in the regulatory reporting process
- Estimation of the regulatory risk parameters (PD/LGD/EAD etc.) for ECL and capital adequacy computations under different regulatory guidelines as applicable.
- Resource management and training for the regulatory reporting (governance) related activities
- Ensuring strict adherence to the processes set and demonstrating maker checker processes for every deliverable
- Ensuring 0% error in the deliverables and driving discussions with auditors and regulators as needed.
Experience/Expertise:
Total years of Experience: 8+ years in banking and financial sector
Should have good understanding of
- building of a development data from the scratch,
- input variable identification, transformation and selection,
- model diagnostic assessment,
- back-testing & stress-testing, etc.
Proven working experience in the following components:
- Probability of Default (PD) model or Roll Rates model
- Exposure At Default (EAD) or Loss Given Default (LGD)
- Collection efficiency and vintage curves
- Time series predictions - stationary and non-stationary series forecasting models
- Testing of statistical hypothesis
Proven working experience with the following tools:
- Python
- R
- SAS
- SQL
Didn’t find the job appropriate? Report this Job