AI Governance Leader: Scale GenAI Safely

TheDriveGroup; Sydney; Hybrid; AUD 160,000 - 190,000; Full time

Job summary

TheDriveGroup partners with an established Australian organisation accelerating AI adoption and is seeking an AI Governance Manager to shape governance, scaling and responsible AI use across GenAI, LLMs and agentic AI.

You will own and evolve the AI governance roadmap, develop pragmatic guardrails, review initiatives by risk level and collaborate with AI, Data, Technology, Security, Risk, Privacy, Legal and Procurement teams.

Qualifications

• Strong experience across technology, with direct exposure to AI/ML, GenAI or emerging AI technologies.
• Experience building or maturing AI governance frameworks, standards, controls or operating models.
• Practical understanding of LLMs, GenAI and agentic AI, beyond governance knowledge alone.
• Experience translating technical and regulatory concepts into pragmatic business guidance.

Responsibilities

• Own and evolve the organisation’s AI governance roadmap, standards and control framework.
• Develop pragmatic guardrails covering GenAI, LLMs, agentic AI and emerging AI use cases.
• Review AI initiatives across experimentation, POCs and production, applying governance proportionate to the level of risk.
• Maintain oversight of the organisation’s AI asset register, risk assessments, controls and assurance activities.
• Work closely with AI, Data, Technology, Security, Risk, Privacy, Legal and Procurement teams.
• Provide practical advice to teams building, buying and implementing AI solutions.
• Support AI vendor assessments, third‑party risk and due diligence.
• Translate complex AI risks and technical concepts into clear recommendations for senior executives, risk forums and boards.
• Monitor emerging AI risks, regulation and industry practices and determine what they mean in a practical business environment.
• Help the organisation understand and manage AI usage, controls, incidents, exceptions and remediation.

Skills

AI governance

GenAI/LLMs

Risk management

Data governance

Cyber security

Privacy

Stakeholder management

Job description

TheDriveGroup partners with an established Australian organisation accelerating AI adoption and is seeking an AI Governance Manager to shape governance, scaling and responsible AI use across GenAI, LLMs and agentic AI.

You will own and evolve the AI governance roadmap, develop pragmatic guardrails, review initiatives by risk level and collaborate with AI, Data, Technology, Security, Risk, Privacy, Legal and Procurement teams.