the:protocol.it
Hybrydowo
Mid
AI Model Governance and Validation Specialist (m/f/d)
⚲ Łódź
Do uzgodnienia
Wymagania
- Python
- R
- SQL
Opis stanowiska
Wymagania:
- A solid understanding of banking, financial services, or another regulated industry. Knowledge of financial products and the role of models in key banking processes (e.g., ICAAP, ILAAP, valuation, credit decision-making, and compliance) would be an advantage.
- Knowledge of AI/ML techniques, including decision trees, random forests, gradient boosting, neural networks, and related methodologies.
- Familiarity with existing AI/ML regulations (e.g. EU AI Act) and their application and appreciation of developing regulations within the finance industry.
- Strong analytical and technical skills, including proficiency in Python, R, SQL, or equivalent tools, as well as hands-on experience with data analysis.
- Familiarity with model risk concepts and an understanding of the unique risks associated with AI/ML models. Previous experience in model risk management, model development, or model validation would be considered a strong asset.
- A university degree in Computer Science, Mathematics, Statistics, Data Science, Econometrics, Engineering, Physics, or another quantitative discipline.
O firmie:
- Commerzbank is a leading international commercial bank with branches and offices in almost 50 countries. The world is changing, becoming digital, and so we are. We are leaving the traditional bank behind us and are choosing to move forward as a digital enterprise. This is exactly why we need talented people who will join us on this journey. We work in inter-locational and international teamwork in agile methodologies.
Zakres obowiązków:
- Continuously develop and enhance the risk management framework in line with advances in AI/ML technologies, including Agentic AI, while taking into account evolving regulatory requirements.
- Drive the implementation of AI governance and model risk standards in close collaboration with use case owners, model developers, and other stakeholders, helping to foster a strong risk-aware culture across the organization.
- Understand business processes and use cases to assess key risks from use of AI techniques, including bias, fairness, explainability, and model limitations. Identify control gaps and recommend appropriate risk mitigation measures.
- Plan and perform independent validations of AI/ML use cases, or provide expert support and guidance to business units in their validation activities. Review technical documentation, evaluate model implementation and monitoring processes, prepare validation reports, communicate findings, recommend remediation actions, and provide clear executive-level summaries.
- Support the effective inventory management of AI systems and use cases, ensuring timely and accurate model risk reporting.
- A solid understanding of banking, financial services, or another regulated industry. Knowledge of financial products and the role of models in key banking processes (e.g., ICAAP, ILAAP, valuation, credit decision-making, and compliance) would be an advantage.
- Knowledge of AI/ML techniques, including decision trees, random forests, gradient boosting, neural networks, and related methodologies.
- Familiarity with existing AI/ML regulations (e.g. EU AI Act) and their application and appreciation of developing regulations within the finance industry.
- Strong analytical and technical skills, including proficiency in Python, R, SQL, or equivalent tools, as well as hands-on experience with data analysis.
- Familiarity with model risk concepts and an understanding of the unique risks associated with AI/ML models. Previous experience in model risk management, model development, or model validation would be considered a strong asset.
- A university degree in Computer Science, Mathematics, Statistics, Data Science, Econometrics, Engineering, Physics, or another quantitative discipline.
O firmie:
- Commerzbank is a leading international commercial bank with branches and offices in almost 50 countries. The world is changing, becoming digital, and so we are. We are leaving the traditional bank behind us and are choosing to move forward as a digital enterprise. This is exactly why we need talented people who will join us on this journey. We work in inter-locational and international teamwork in agile methodologies.
Zakres obowiązków:
- Continuously develop and enhance the risk management framework in line with advances in AI/ML technologies, including Agentic AI, while taking into account evolving regulatory requirements.
- Drive the implementation of AI governance and model risk standards in close collaboration with use case owners, model developers, and other stakeholders, helping to foster a strong risk-aware culture across the organization.
- Understand business processes and use cases to assess key risks from use of AI techniques, including bias, fairness, explainability, and model limitations. Identify control gaps and recommend appropriate risk mitigation measures.
- Plan and perform independent validations of AI/ML use cases, or provide expert support and guidance to business units in their validation activities. Review technical documentation, evaluate model implementation and monitoring processes, prepare validation reports, communicate findings, recommend remediation actions, and provide clear executive-level summaries.
- Support the effective inventory management of AI systems and use cases, ensuring timely and accurate model risk reporting.
🔍 Dekoder Ogłoszenia
✓ Ogłoszenie wygląda transparentnie — brak typowych czerwonych flag.