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
From Head of AI Governance/Responsible AI
3-5 years at a Head/Lead levelSkills to master
- Expanding scope from AI-specific ethics to broader technology ethics (e.g., privacy, digital identity, emerging tech)
- managing a more diverse team
- greater exposure to C-suite and Board-level strategic discussions.
You're ready to move on when
- Successfully architected and operationalised an enterprise-wide AI governance framework.
- Demonstrated ability to influence senior product and engineering leaders on AI ethical decisions.
- Managed a team of 3+ AI ethics specialists.
- Presented on AI ethics to executive leadership or external bodies.
- 2
From Senior Legal Counsel (Technology/Privacy)
5-7 years in a senior in-house legal roleSkills to master
- Shifting from purely legal compliance to broader ethical principles and proactive risk management
- understanding technical implementations more deeply
- leading a multidisciplinary team (not just legal).
You're ready to move on when
- Led legal strategy for complex technology products with significant ethical dimensions.
- Provided counsel on cutting-edge data privacy and AI regulations.
- Demonstrated ability to translate legal requirements into practical business and product guidance.
- Experience collaborating closely with product and engineering teams.
- 3
From Technology Ethics Manager/Principal Ethicist
4-6 years at Manager/Principal levelSkills to master
- Developing multi-year strategic vision
- owning a larger budget and resource allocation
- direct reporting to C-suite
- broader external representation and thought leadership.
You're ready to move on when
- Successfully managed a major technology ethics programme or a team of 3+ specialists.
- Consistently delivered high-impact ethical reviews for complex, high-risk technologies.
- Demonstrated strong influence on product and engineering roadmaps.
- Developed and mentored junior team members effectively.