the deployment of risk models, strategies and decision tools for regulatory capital, internal capital and business decision making. Key accountabilities: Point-in-time performance analysis for loss provisioning. Long-term ("through-the-cycle") economic capital analysis. Algorithms for automated lending decisioning. Macroeconomic scenario forecasting and stress testing. Simulations of … to support business decision making and estimation of credit movements in line with IFRS9, IRB and stress testing standards and internal development policies. Performing segmentationanalysis and calibration of models. Contributing to the standards and methodologies required to deliver these models. Extracting, transforming, and cleaning the data required … for modelling. Engaging with customer facing Business to understand how our models can support their decision making. Analysis and Investigation: Undertake various complex data analyses, investigations and/or modelling of business issues to improve the management, services and products of the bank. Predictive Model Development: Take a role More ❯
london, south east england, united kingdom Hybrid / WFH Options
AIB NI
the deployment of risk models, strategies and decision tools for regulatory capital, internal capital and business decision making. Key accountabilities. Point-in-time performance analysis for loss provisioning. Long-term ("through-the-cycle") economic capital analysis. Algorithms for automated lending decisioning. Macroeconomic scenario forecasting and stress testing. Simulations of … internal development policies. This includes but is not limited to: Probability of Default (PD), Loss Given Default (LGD), Exposure at Default (EAD) models. Performing segmentationanalysis and calibration of models. Contributing to the standards and methodologies required to deliver these models. Extracting, transforming, and cleaning the data required … for modelling. Engaging with customer facing Business to understand how our models can support their decision making. Analysis and Investigation: Undertake various complex data analyses, investigations and/or modelling of business issues to improve the management, services and products of the bank. Predictive Model Development: Take a role More ❯
london, south east england, united kingdom Hybrid / WFH Options
AIB NI
objective for the bank. The role involves working closely with our colleagues across the Business, Credit Risk, and the Chief Data Office. Key accountabilities. Analysis & investigation: Undertake and guide junior data scientists in various complex data analyses, investigations and/or modelling of business issues to improve the management … elements, such as automated decisioning, capital requirements and loss expectations. Data insights: Perform and guide junior data scientists in exploratory and ad-hoc data analysis with a view to generating insights and using this to deliver actionable recommendations to the Business. Expert advice: Provide specialist advice to the business … with an emphasis on the impact and application of risk management requirements. Risk segmentationanalysis: Creating segmentations that allow us to better understand the risks present in our lending portfolio and what we can do to better manage the risks. Leadership: Mentoring and guidance for junior data scientists. More ❯
west london, south east england, united kingdom Hybrid / WFH Options
AIB NI
objective for the bank. The role involves working closely with our colleagues across the Business, Credit Risk, and the Chief Data Office. Key accountabilities. Analysis & investigation: Undertake and guide junior data scientists in various complex data analyses, investigations and/or modelling of business issues to improve the management … elements, such as automated decisioning, capital requirements and loss expectations. Data insights: Perform and guide junior data scientists in exploratory and ad-hoc data analysis with a view to generating insights and using this to deliver actionable recommendations to the Business. Expert advice: Provide specialist advice to the business … with an emphasis on the impact and application of risk management requirements. Risk segmentationanalysis: Creating segmentations that allow us to better understand the risks present in our lending portfolio and what we can do to better manage the risks. Leadership: Mentoring and guidance for junior data scientists. More ❯
south west london, south east england, united kingdom Hybrid / WFH Options
AIB NI
objective for the bank. The role involves working closely with our colleagues across the Business, Credit Risk, and the Chief Data Office. Key accountabilities. Analysis & investigation: Undertake and guide junior data scientists in various complex data analyses, investigations and/or modelling of business issues to improve the management … elements, such as automated decisioning, capital requirements and loss expectations. Data insights: Perform and guide junior data scientists in exploratory and ad-hoc data analysis with a view to generating insights and using this to deliver actionable recommendations to the Business. Expert advice: Provide specialist advice to the business … with an emphasis on the impact and application of risk management requirements. Risk segmentationanalysis: Creating segmentations that allow us to better understand the risks present in our lending portfolio and what we can do to better manage the risks. Leadership: Mentoring and guidance for junior data scientists. More ❯
london, south east england, united kingdom Hybrid / WFH Options
AIB NI
where we developand support the deployment of risk models, strategies and decision tools for regulatory capital, internal capital and business decision making. Key Accountabilities. Analysis and Investigation: Undertake various complex data analyses, investigations and/or modelling of business issues to improve the management, services, and products of the … that are focussed on impacting core business elements, such as capital requirements and loss expectations. Data insights: Perform in exploratory and ad-hoc data analysis with a view to generating insights and using this to deliver actionable recommendations to the Business. Risk SegmentationAnalysis: Creating segmentations that … applied mathematics, physics, statistics, engineering, econometrics. (Confirmation will be sought if successful for the role.). Ability to perform exploratory and ad-hoc data analysis with a view to generating insights. What We Offer We are committed to offering our colleagues choice and flexibility in how we work and More ❯
leading modelling for a variety of projects across different industries. You will do this by: Owning the analytics workstreams for major research projects including segmentationanalysis, factor reduction, multi-level regression modelling. Setting best-practice and standards, processes for analytics including segmentation. Automating common analytical tasks particularly for … personally running different types of statistical analyses, including factor reduction techniques, multi-level/mixed-effect regression (linear and logistic at a minimum), and segmentation/cluster analysis. Ability to run exploratory data analysis, enjoys using creative ways of looking for patterns and nuggets hidden in the data. … candidate will also have worked with publicly available datasets (e.g., census or other ONS data). Strong proficiency in R or Python for data analysis and data visualisation. Nice to have The ideal candidate has experience in using both frequentist and Bayesian approaches. Understanding of the full market research More ❯
a picture of your customers/end users - who they are, what they enjoy, what they need and what makes them FANS (focus groups, segmentationanalysis ) Data, Data, Data driven! With a passion for asking what are we building and why is it important? Creating the Vision and … features Understanding of who our customers are and can derive data to support changes in the roadmap Work with data, for example SQL and analysis in MS Excel An understanding of the financial markets, present and emerging trends Experience of working in a Product role - preferably digital Product You More ❯
a picture of your customers/end users – who they are, what they enjoy, what they need and what makes them FANS (focus groups, segmentationanalysis…). Data, Data, Data driven! With a passion for asking what are we building and why is it important? Creating the Vision More ❯
the customer experience. Work with cross-functional teams to create, test, and implement retention-focused campaigns. Use data insights to optimise campaign performance. Perform segmentationanalysis to identify high-value customer groups and tailor strategies to boost engagement. Ensure strategies comply with regulations and internal policies, minimising risks More ❯
the customer experience. Work with cross-functional teams to create, test, and implement retention-focused campaigns. Use data insights to optimise campaign performance. Perform segmentationanalysis to identify high-value customer groups and tailor strategies to boost engagement. Ensure strategies comply with regulations and internal policies, minimising risks More ❯
the customer experience. Work with cross-functional teams to create, test, and implement retention-focused campaigns. Use data insights to optimise campaign performance. Perform segmentationanalysis to identify high-value customer groups and tailor strategies to boost engagement. Ensure strategies comply with regulations and internal policies, minimising risks More ❯