Posted By
Posted in
Banking & Finance
Job Code
981307
In this role, you will be responsible to work with the Enterprise's Model Risk Management Teams for model development, validation, implementation & documentation - for a BFS client in North America
Responsibilities :
- You will be working with the Model Risk Management team specifically on credit risk models, with responsibilities ranging from model development and independent model validation function of a large banking client. This will involve end-to-end development of regulatory/BAU models, independent validation of risk and regulatory models across business functions, and development of challenger models as necessary. It will also involve interaction with various stakeholder groups including model development, model owners/lines of business, auditors and client model validators. Your activities will include, but will not be limited to the following :
- Work hands-on to validate models, build and lead validation teams, and bring in thought leadership and domain/quantitative best practices to present effective challenge to the models
- End-to-end independent validation of credit risk and regulatory models - PD, LGD,
- EAD, Stress Testing, CECL, Credit Scorecards, AML and counter fraud models etc.
- First time (baseline), change based and annual validation
- Assess the models conceptually and quantitatively to ensure the model is suitable for the stated use
- Conduct necessary assessments to challenge the model effectively. Assess adequacy of model documentation in line with regulatory guidelines
- Development of benchmark models using statistical/Machine Learning technique.
- Assessment of the model monitoring and implementation process. Assessment of the model calibration techniques
- Prepare model validation report summarizing findings and provide recommendations
- Work across risk and regulatory modeling and data analytics projects, build and lead modeling teams with end to end support
- Development, re-development and calibration of risk and regulatory models, including but not limited to credit decision scorecards, fraud and AML models, Basel IRB - PD, LGD, EAD, Stress Testing and IFRS 9/CECL models
- Model monitoring and implementation support
- Development of modeling strategies for automated decision making
- Develop and support the reports to be shared with senior management at the desired frequencies
- Data and quantitative analysis to support modeling decisions
- Detailing model techniques and interpretation of variables used in the models be documented and presented to client Stakeholders
- Validation for the source data quality, forecast data quality as well as change management
- In addition to working on model development, the candidates would be required to present their analysis and model results to senior stakeholders in the client organization
- Lead projects and teams - provide thought leadership, technical guidance and oversight for a team of risk modelers
- Assessment of model risk current state and gaps for clients, along with recommendations to address the gaps
- Participate in solution development, proposal build and RFI/RFP responses for new business
Minimum qualifications :
- Master's degree or higher in Finance, Mathematics, Economics, Statistics, or equivalent experience
- 8+ years' experience in BFS analytics, with 5+ years' experience in credit risk modeling/independent validation of models
- Experience in BFS analytics, with experience in credit risk modeling/independent validation of models (Regression, Logistic Regression, Time series, Clustering, CHAID/Classification trees, Time Series, Competing Risk, Survival Models, Markov TPM, scorecards, etc.)
- Experience in retail and wholesale credit risk modeling
- Understanding of and experience in regulatory risk modeling/validation - SR 11-7, CECL, IFRS 9, CCAR, Basel IRB.
- Hands on expertise in Excel, SAS & Python/R
- Strong client management and communication/presentation skills - written & verbal
- Strong project management experience and demonstrated expertise of communicating and coordinating across multiple business units
- Experience of managing projects and teams in risk modeling
- Self-driven, proactive, "can-do" attitude. Ability to work under ambiguity and with minimal supervision
Preferred skills :
- Strong networking, negotiation and influencing skills
- Knowledge of Banking and Financial services operations
- Knowledge of credit risk management for retail and wholesale lending products
- Some understanding and experience on the regulatory risk modeling/validation guidelines - SR 11-7, Basel IRB, CCAR, CECL, IFRS9 etc.
- Hands on experience in Machine Learning modeling techniques
- Prior Project Management and People Management expertise
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Posted By
Posted in
Banking & Finance
Job Code
981307