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Lead AI Validation & Governance (GenAI & ML)

Generali Group

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
Offerta di lavoro pubblicata 3 giorni fa
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