
Quantitative Modeling Specialist
15 hours ago
Job Summary:
As a Quantitative Modeling Specialist, you will be responsible for evaluating the soundness of model specifications, performing independent testing, and designing experiments to measure the potential impact of model limitations. You will also document review findings, communicate with stakeholders, and provide guidance on the appropriate usage of models.
Responsibilities:
- Evaluate conceptual soundness of model specifications and reasonableness of assumptions
- Perform independent testing by replicating or building benchmark models
- Design and implement experiments to measure the potential impact of model limitations, parameter estimation errors, and deviations from model assumptions
- Evaluate risks posed by non-transparent model parameters and suggest ways to mitigate such risks
- Document review findings and communicate them to stakeholders
- Provide guidance on the appropriate usage of models to developers, users, and other stakeholders
- Master's degree in a quantitative discipline such as Math, Physics, Engineering, Computer Science, Economics, or Finance with minimum 3 years of relevant working experience or a PhD
- Excellence in probability theory, stochastic processes, statistical/economic modeling, partial differential equations, and numerical analysis
- Understanding of options and derivative pricing theory and risks
- Proficient in Python, R, Matlab, C++, or other programming languages
- Risk and control mindset: ability to ask incisive questions, assess materiality of model issues, and escalate issues appropriately
Knowledge of machine learning is not required but a plus
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