Lead AI Validation

1 giorno fa

Veneto, Italia Generali Group Tempo pieno
Overview In this role you lead AI validation and governance across traditional ML and GenAI/agentic AI, shaping the group's model risk framework. You provide independent oversight through the full AI lifecycle and stay hands-on with design, validation, and testing. You work with data scientists and engineers to build reusable governance and monitoring tooling, ensuring robust, compliant AI in business-critical contexts. This position blends strategic governance with technical delivery in a regulated environment, offering impact at scale. Retribuzione / Benefits
* Smart working and flexible hours
* Corporate welfare system
* Meal vouchers
* Supplementary health insurance
* Wellbeing initiatives
* Training and development Responsabilità
* Perform independent validation and challenge of AI/ML and agentic/Generative AI systems across the full lifecycle, including data quality and performance metrics
* Align validation practices with regulations (e.g., EU AI Act) and internal guidelines, translating requirements into processes and controls
* Identify key risks (bias, explainability, compliance) and define validation controls and mitigations
* Define and implement continuous monitoring and alerting for production AI systems (drift, emerging GenAI risks)
* Ensure ongoing lifecycle compliance, including periodic re-validation
* Design reusable functionalities to enable scalable governance and monitoring
* Collaborate with data scientists, engineers, and stakeholders as a second line of defense
* Maintain robust documentation and support audits, contributing to standards and best practices
* Strong expertise in ML, GenAI and agentic AI, with knowledge of lifecycle frameworks and governance practices
* Provide hands-on design, validation, and testing contributions in pipelines and prototypes Requisiti fondamentali
* 4–7+ years of experience in AI/ML validation, model risk, or AI governance in regulated environments
* Advanced Python programming skills with experience in pandas, scikit-learn, LightGBM
* Ability to develop clean, modular, maintainable code with emphasis on reproducibility and quality
* Autonomy and proactivity with regulatory awareness (EU AI Act), explainability tools, and modern AI architectures
* Italian and English working proficiency
* Analytical thinking, risk mindset, strong communication, ability to challenge assumptions, strong documentation
* Ability to work independently and in a team with diverse mindsets
* Multitasking and deadline management
* Willingness to learn and tackle complex topics
* analytical thinking
* risk mindset
* clear communication
* advanced Python (OO design)
* pandas
* scikit-learn