Lead Ai Validation & Governance (Genai & Ml)

Generali Group; Ravenna; Remoto; EUR 90.000 - 130.000; Tempo pieno

Vantaggi offerti da questo lavoro

Smart working and flexible hours

Corporate welfare system

Supplementary health insurance

Training and development

Descrizione del lavoro

Generali Group in Ravenna, Emilia-Romagna, seeks an experienced AI Validation & Governance lead to oversee GenAI and ML validation across the full lifecycle in a regulated environment. You will work with data scientists and engineers to build reusable governance tooling and monitoring.

You will align validation practices with EU AI Act and internal guidelines, identify risks, define controls, and ensure ongoing lifecycle compliance with documentation supporting audits.

Competenze

• 4–7+ years of experience in AI/ML validation, model risk, or AI governance in regulated environments.
• Strong hands-on design, validation, and testing in pipelines and prototypes.
• Advanced Python programming with emphasis on reproducibility and quality.

Mansioni

• 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.
• Define and implement continuous monitoring and alerting for production AI systems (drift, emerging GenAI risks).
• Maintain robust documentation and support audits, contributing to standards and best practices.

Conoscenze

Python

Pandas

scikit-learn

LightGBM

Regulatory awareness

Explainability tools

English proficiency

Italian proficiency

AI governance

Model risk

Strumenti

Python IDEs

Descrizione del lavoro

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.

• 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 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