Primary Responsibilities -
- Quantifying model performance with an in-depth analysis of various model characteristics
- Heavy-duty empirical data analysis to identify potential model weaknesses
- Design and implement Python-based scripts within the firm's proprietary framework to facilitate model investigations and associated data analysis
- Investigate potential model issues.
Essential Skills -
- Knowledge of Derivatives: Strong expertise on derivatives theory with very good understanding of Greeks (Delta, Gamma, Theta etc.) and other risk components.
- Programming: Good in algorithms and ability to code in high-level languages such as Python.
- Communication: Excellent written and verbal communication skills as the frequent sync-ups with the New York team would be required.
Desired Skills:
- Quantitative and Analytical Skills: Good knowledge in probability theory, statistics, econometrics and numerical analysis. Highly analytical bent of mind.
- Mathematical Finance: Experience with Stochastic calculus (SDE, PDE, FE etc.), Numerical algorithms (root finding, optimization etc.), statistical modeling (factor models, copula, Bayesian etc.), Time series analysis (ARIMA, GARCH, state space models)
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