Lead Ai Validation

2 settimane fa

Conscenti Ne Liguria, Ne (GE); Provincia di Genova; Liguria, Italia Generali Group Tempo pieno

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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. La preghiamo di leggere attentamente la panoramica e i requisiti per questa opportunità di lavoro riportati di seguito. ~ Smart working and flexible hours ~ Corporate welfare system ~ Supplementary health insurance ~ Training and development ~ 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 ~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 xrdztoy 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 ~ clear communication ~ advanced Python (OO design) Lead AI Validation & Governance (GenAI & ML) ravenna, emilia romagna, it

Lead Ai Validation

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Lead Ai Validation

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