Posted By
Posted in
Banking & Finance
Job Code
1258308
- Performing independent model validation and review of all Quant models (Risk Models,
- Company's Equity/Fund Ratings/ Optimizer) and back-end data points.
- Guide and build the framework for validation each model that is developed
- Manage the testing design and execution, interpreting and presenting the results
- Checking stability, conceptual soundness, model assumptions, mathematical, statistical logic, etc.
- E2E verification (data, models) for a variety of analytics and machine learning/AI projects.
- Liaise between business, technical and modeling teams, senior management, and governance committees to build efficient model verification frameworks.
- Develop codes in Python, SQL or similar languages and interface with Company's big databases to support model validation. Automate process to reduce human intervention.
- Build rich dashboard to support Quality Checks(interactive/automated/visual) that improve the interpretability of predictive models and underlying data
- Supporting model runs in model development process, research new methodologies.
- 3 - 9 years' experience in analyzing/ building financial models preferably in a FinTech environment
- Hold a Masters degree in a quantitative field, e.g. Mathematics, Physics, Engineering, Finance, Economics with experience in financial modelling and/or model validation
- Deep knowledge in Quantitative methods / econometrics/ statistics
- Strong in Regression analysis, Time series Analysis, optimization
- Knowledge of Risk Models and Optimization algorithms
- Good working knowledge of Python and SQL
- Good to have: Knowledge of Machine learning models, Exploratory data analysis
- Knowledge of AWS, Tableau and ML/ DL algorithms is a plus
1. Model validation
2. PD models
3. Risk model
4. Quant model
5. Python
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Posted By
Posted in
Banking & Finance
Job Code
1258308