AI Security & Governance Lead
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About the Role
Translate AI governance policies into technical controls, implement security baselines, and ensure compliance with data protection and audit controls.
Key Skills for This Role
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Overview
A leading Abu Dhabi-based holding group is building a first-of-its-kind AI Governance function, and we're hiring an
Ai Security & Governance Lead
- to translate governance policy into enforceable technical controls across the Microsoft security stack.
- You will be the governance authority — not a solution designer — ensuring every AI initiative meets the bar for security, privacy, and Responsible AI before reaching production.
- What you'll own:
- Translate AI governance policies into technical controls, playbooks, and automated checks; implement the enterprise AI Governance Framework across all AI solutions.
- Onboard datasets and applications to Microsoft Purview; define classifications, sensitivity labels, DLP, and access policies.
- Implement tenant, application, and data security baselines across Entra ID, PIM, Conditional Access, and Defender.
- Establish AI risk assessment, threat modeling, red-teaming, jailbreak testing, and prompt/content safety controls.
- Operate auditability: Purview Audit, retention, investigation runbooks, and evidence management for reviews.
- Run DSPM for AI posture management; track risks, drive remediation, and report to governance councils.
- Work with Legal and Compliance on data residency, IP, and regulatory requirements; support vendor due diligence.
- Own the AI Governance Stage Gates (client-owned):
- Pre-development approval (data usage, risk classification, control baseline).
- Pre-production approval (security/privacy/model-risk evidence pack, release criteria).
- Post-deployment assurance (monitoring, drift and abuse checks, incident readiness, auditability).
- Act as a governance interface to the delivery partner's solution architects and delivery leads — without designing or implementing AI solutions yourself.
- Define and enforce governance requirements for all external vendors covering transparency, data usage boundaries, audit rights, and assurance artefacts.
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