Quant Modeling Lead – Model Risk Governance Review (Asset Management)
An independent model validator in JPMorgan's model risk group, covering models used by the asset management business. The team sits in Risk Management and Compliance and challenges model developers and users.
What you’d work on
Our reading of the posting: what a new hire in this role would most likely spend their first months on.
- Own validation reviews of asset management models, from conceptual soundness to implementation
- Build Python or R benchmark models to test developers' results independently
- Write validation reports and present limitations to senior stakeholders
- Review factor, optimisation, pricing and VaR style models for fitness of purpose
- Support audits and regulatory examinations with supporting analysis
What they ask for
Required
- Derivative pricing
- Stochastic calculus
- Statistical testing techniques
- Python or R for benchmark models
- Model validation or front-office model development
- Technical report writing
- Risk and control mindset
Preferred
- Asset management model experience
- Factor models and portfolio optimisation
- Counterparty credit and VaR models
- Machine learning (boosted trees, neural nets, SVM, BERT)
- TensorFlow, NumPy, SciPy, Pandas
- Education
- PhD or Master's in a quantitative field such as maths, physics, engineering, CS, economics or finance.
- Experience
- 3+ years in model validation or front-office model development.
- Languages and tools
- Markets
- multi-asset
How to prepare
- Work through derivative pricing and stochastic calculus until you can explain model assumptions and failure modes
- Build a benchmark implementation of a factor model or optimiser in Python and compare it to a reference
- Practise writing a short validation report that critiques a published model's assumptions
- Learn how VaR backtesting and performance metrics are tested statistically
What to study
- Quantitative Risk Management
- Derivatives Pricing and Computational Finance
- Probability, Statistics and Financial Data
- Professional Quant Practice
- Portfolio Theory and Quantitative Investment
The Model Validation Quant roadmap sets out the stages for this kind of role, with free resources for each.
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SelfMadeQuant wrote this summary from the employer’s public posting, last checked 6 November 2026. SelfMadeQuant isn’t affiliated with JPMorgan and doesn’t handle applications.