Team Leader - Risk Model Development
Luxembourg (Siège Lux House)
Your role & work environment
ING Luxembourg is looking for a team leader on modelling activities who will coordinate, bring expertise, and manage a sub team made of 4 senior modelers (target of 5) who develop, monitor, and maintain credit risk models to ensure they reflect the adequate assessment of ING Luxembourg’s risk profile.
This sub team belongs to Regulatory, Models and Capital Integration team (RMCi) within the Risk division and operates on many activities linked to the ING Group’s Integrated Risk functional line. You will then directly report to the head of RMCi and interact with many stakeholders located at ING Luxembourg or at head-office to carry out the projects for which you are responsible.
The scope of your sub team is intended to encompass in a medium-term horizon a broader scope than pure credit risk models, as the team stands at ING Luxembourg a position of expertise on all topics linked with modelling and quantitative analysing. Your sub team will then act on the whole lifecycle of the models and hence contribute to improve the setting of the Risk Appetite Statement of the Bank, as well as promoting a stronger model driven culture in all our assessments and processes.
Finally, your sub team will interact and increasingly collaborate with the other RMCi ‘s sub team on regulatory and capital integration projects to enhance synergies within the team, and more widely within the Risk department and the Business.
Your key responsibilities
The candidate will coordinate, oversees, and manage the modelling sub team mainly acting on the responsibilities described below:
- Maintain and develop AIRB models in coordination with Model Development at ING head-office level to ensure the compliancy with ING Group’s methodological standards.
- Monitor our own AIRB models, including report writing and presentation to the Model Development committee.
- Control and assess the Group IRB models applied on our portfolio to ensure their adequacy with our risk assessment.
- Maintain and monitor the current IFRS-9 model in coordination with Credit Risk Management team and Finance department and forecast the loan loss provision driven by a set or relevant scenarios.
- Answer demands from auditors and regulators linked to Credit Risk Modelling which can include questions also related to Group models.
- Develop and perform stress testing and pillar 2 models driven by global or specific scenarios in the framework of IC/LAAP, or more generally respond to ad hoc solvency impact requests for both internal and regulatory purposes.
- Understand the Economic Capital model developed by head-office and expand its using within ING Luxembourg to improve the economic perspective of our balance sheet in our risk assessment.
- On ESG risk
- Design methodologies supporting the analytics developed by head-office ESG team to assess our physical and transition risk.
- Improve the current pillar 1 and 2 models by including ESG risk drivers.
- Support the FO and delivery team to understand the methodologies used by the analytics provided by head-office ESG team.
- Rely on these models to perform stress-testing linked to climate or transition scenarios.
- Perform and analyse impacts’ simulation from Basel 4 framework in collaboration with local and central teams and prepare synthesis documents of the outcomes.
- Be an active contributor to enhance our data quality standards to improve and develop other risk models with support from Data Management teams.
Additionally, the sub team under your responsibility shall:
- Provide modelling and quantitative expertise to the other teams from Risk department, Finance department, or directly to the Business to:
- Enhance the risk culture, which is one of our key objectives at ING.
- Strengthen the forward-looking perspective of our credit risk metrics including Ifrs-9 provision, RWA, EL and Economic Capital.
- Execute sensitivity analysis on individual risk drivers.
- Ensure compliance of the models with upcoming regulation in collaboration with other risk teams and prepare locally the action plan to implement these development or calibrations with respect to internal or regulatory guidelines.
- Work on ad hoc demands related to models and assessments requiring quantitative background.
For this purpose, you will also:
- Acquire a very good knowledge of the Bank’s portfolio, the related reporting infrastructure of ING Group (Vortex) and the management tools.
- Maintain a wide variety of contacts with internal teams at ING Luxembourg (other Risk teams, Finance, Group Treasury, various delivery tribes, etc…), our parent company ING Belgium, head-office in Amsterdam, and external stakeholders (auditors, CSSF, etc…).
We look for
A colleague with a talent for taking it on and making it happen, enthusiasm for helping others to be successful and a knack for always being a step ahead. In other words, you strive to bring fresh ideas to life and embrace challenges in a fast changing and complex environment. You are a naturally collaborative person driven by performance who listens and invests in others to achieve common goals. You love to challenge the status quo and are eager to propose creative solutions to problems.
As a team leader on modelling topics, we require:
- Master's degree (Economics, Finance, other).
- Relevant experience (+5 years) as a modeler.
- Successful experience as a manager of a modelling team.
- Experience related to regulatory guidelines (ECB, EBA, CRR, and CSSF).
- Ability to work under pressure and take decisions in behalf of the head of RMCi
- Fluent level in English (written and oral communication, a lot of exchanges are only in English).
- Programming in SAS (mandatory for regulatory models at ING).
- Strong analytical skills.
- Autonomy and teamwork.
On top of these requirements, if you have already worked on these following topics, it would be an asset:
- Ifrs-9 and pillar 2 modelling (Economic Capital, stress-testing, concentration risk, business risk).
- Model risk management.
- Machine learning algorithms (random forest, SVM, gradient-boosting, etc…).
- Programming in Python and SQL.
- Data visualisation charts (RShiny , Pyshiny, Bokeh, etc…).
We offer you
A clear purpose, a unique offer and a range of flexible compensation and other benefits:
- Personal growth & challenging work with endless opportunities to realise your ambitions.
- An informal, dynamic environment with innovative colleagues supporting your endeavours.
- A progressive and agile way of working, where new ideas are valued ahead of convention.
- A flexible work-life balance, including homeworking until 10 days a month.
Furthermore, within this team you can count on a range of opportunities to invest in your personal and professional growth with:
- A fascinating job in the core of banking risk management challenges.
- Integration of several areas of expertise.
- Contacts with various internal and external stakeholders.
- Exposure to senior leadership of ING.
We redefine banking. What about you?
There has never been a more interesting time to work at ING. We’re on a journey that’s centred around our customers, powered by technology, and driven by smart, determined people. Our customers feel our people are empowering them to stay a step ahead in life and in business. We’re proud of that!
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile Banking Credit risk Data management Data quality Economics Finance Machine Learning ML models Python SAS SQL Testing
Perks/benefits: Career development Flex hours
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