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 Principal AI Solutions Specialist
3-5 years as a PrincipalSkills to master
- Moving from deep technical leadership to broader team and portfolio management, strategic decision-making, and executive communication.
You're ready to move on when
- Consistently delivering highly complex, impactful AI solutions
- Mentoring multiple Senior/Lead Specialists
- Influencing cross-functional strategy
- Demonstrating strong client relationship skills at a senior level
- 2
From Head of AI Engineering / MLOps
4-6 years in a similar leadership roleSkills to master
- Expanding from an engineering focus to include broader business strategy, P&L management, and client engagement.
You're ready to move on when
- Successfully built and scaled MLOps platforms
- Managed large engineering teams
- Demonstrated strong architectural decision-making
- Proven ability to translate technical capabilities into business value
- 3
From Senior AI Product Lead (with strong technical background)
5-7 years in senior product leadershipSkills to master
- Deepening technical understanding of AI implementation, leading large technical delivery teams, and managing the operational aspects of AI solutions.
You're ready to move on when
- Successfully launched multiple AI-powered products
- Demonstrated strong understanding of AI capabilities and limitations
- Effectively managed product P&L
- Proven ability to work closely with engineering teams