RSK-Model Validation Group
About the role
Divisional Overview
The Risk Management Division encompasses the firm's comprehensive risk framework responsible for determining and managing the overall risk appetite for the firm. The division is responsible for effectively managing the firm's risk-return profile which ensures the efficient deployment of the firm's capital. It is one of the firm's core competencies and is independent of the trading areas and operational areas. The Risk Management Division in India comprises:
- Market Risk Management
- Credit Risk Management
- Risk Methodology
- Model Validation
Model Validation
About the role
About the role
- We support employee wellbeing by ensuring a sense of purpose and belonging.
- We offer a comprehensive range of wellbeing services which allows employees to get access to the assistance they need at any point in their wellbeing journey.
- Our bespoke benefits support employees and their family's holistic wellbeing and are inclusive of diverse identities and family structures.
Corporate Title
Functional Title
Experience
Qualification
Role & Responsibilities
- Development of group wide analytical, testing and reporting library in Python, including incorporating AI workflows.
- Help with designing and implementation of tests to challenge the theoretical assumptions and the implementation of the models (includes market risk models like FRTB capital models), including benchmarking, back-testing, scenario analysis and edge conditions.
- Ensure that the models meet their stated objectives.
- Modernise the preparation of model review documentation using Python scripts
- Help in writing systems to store performance metrics for the bank's models
About the role
- Very experienced, and deep understanding of Python including procedural and functional programming styles. Experience with managing different Python environments.
- In-depth understanding of the Python software development stacks, ecosystems, frameworks and tools such as Numpy, Scipy, Pandas, Matplotlib, sci-kit-learn PyTorch.and SQLAlchemy
- Strong unit test and debugging skills
- Basic understanding of risk models e.g. Value at Risk, Counterparty Credit Risk models, FRTB or derivative pricing
- Good written communication in English
Desirable
:
- Experience with a reporting tool e.g. PowerBI
- Basic understanding of financial products, and their pricing e.g. Monte Carlo / Finite Difference etc.
- Experience with SQL
- Experience with VSCode and Github copilot
- Knowledge of programming AI tools in Python
- Experience with the Python Flask framework
- Any C# knowledge
About the role
Not included in the source posting: about the role, benefits.
Skills
Who can apply
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