Credit Model Validation Manager (Machine Learning & NPV Models)
New
M
MonzoCredit risk
Open to distributed working within the UKFull-TimeManager
Salary£79,000 - £93,000 + Incentive Awards tied to your performance
Apply NowOpens the employer's application page
Job Details
- Required Skills
- PythonSQLMachine LearningTableau
Requirements
- Have practical experience in credit model development and/or validation within financial services.
- Have exposure to machine learning or statistical models used in credit decisioning.
- Bring experience with decision science scorecards, origination or underwriting PD models, and NPV or unit economics modelling.
- Have strong analytical skills and a deep understanding of statistical techniques for credit and model risk.
- Have strong SQL and Python skills.
- Understand how models are used in real-time decisioning and lending strategies, and how to balance commercial and risk outcomes.
- Communicate problems and solutions clearly to non-experts.
- Build and maintain stakeholder relationships and provide effective, respectful challenge.
- Experience with data visualisation tools such as Tableau or Looker is a plus.
Responsibilities
- Lead independent validation of credit decisioning, machine learning, decision science and NPV models.
- Assess whether models are fit for purpose, appropriately governed, explainable and performing as expected.
- Support oversight and validation of IFRS9, stress testing and economic response models.
- Review ongoing model performance monitoring and support first-line teams when action is required.
- Perform statistical analyses and develop challenger models where appropriate.
- Improve the Model Risk Framework, including its policies, standards and procedures.
- Write model validation reports and present findings and actions in relevant committees.
- Partner with credit strategy, modelling and wider risk teams to embed the framework and consistent validation standards.
- Lead adoption of AI tools to enhance the model validation approach.
View Full Description & ApplyYou'll be redirected to the employer's site