The pathway
How you actually get there, here
How you become one varies far more by country than what one does. This is the UK route. Most people take one of these ways in; the right one depends on where you're starting from.
- 1
Chief Legal Officer (CLO) / General Counsel with AI Specialisation
10-15 years in legal, then 5-10 years specialising in tech/AI law.Skills to master
- Deep expertise in data privacy, intellectual property, regulatory compliance for emerging tech, and the ability to translate legal risks into business strategy. You'd need to really understand the technical side of AI.
You're ready to move on when
- Successfully led legal defence or compliance efforts for complex AI products.
- Published on AI law or ethics.
- Strong relationships with tech regulatory bodies.
- Proven ability to influence technical leadership on legal matters.
- 2
Chief Technology Officer (CTO) / Chief Data Officer (CDO) with Ethics Focus
15-20 years in engineering/data leadership, with a recent pivot to ethics.Skills to master
- Enterprise-level technical architecture, MLOps, data governance, and a demonstrated passion for responsible AI. You'd move from building to governing.
You're ready to move on when
- Successfully implemented enterprise-wide data governance frameworks.
- Led the development of ethical AI tools or frameworks within a tech organisation.
- Recognised for ethical leadership within the engineering community.
- Proven ability to manage large, diverse technical teams.
- 3
Director / VP of AI Governance & Risk
10-15 years in risk/governance, then 5-10 years in AI-specific roles.Skills to master
- Deep understanding of enterprise risk management, regulatory affairs, and the ability to build and scale governance programmes for AI. This is a more direct path.
You're ready to move on when
- Built and scaled an AI governance function for a significant business unit.
- Successfully navigated complex regulatory audits for AI systems.
- Strong track record of influencing senior leadership on risk mitigation.
- Managed a team of governance and risk professionals.