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 Research Scientist (L5)
3-5 years as a PrincipalSkills to master
- Transitioning from setting a domain-specific research agenda to defining an enterprise-wide strategy. Developing strong people management skills for managers, not just individual contributors. Mastering executive communication and board-level presentation.
You're ready to move on when
- Successfully led multiple large-scale research programmes with significant business impact.
- Consistently mentored and developed junior and mid-level scientists, with a track record of their progression.
- Demonstrated ability to influence product and engineering roadmaps at a senior level.
- Proven capability to manage a substantial budget and make strategic resource allocation decisions.
- 2
From Director/VP of AI Research at another organisation
Direct entry, assuming comparable scope and impactSkills to master
- Adapting to our specific organisational culture, understanding our unique business challenges and market position, and building credibility with our C-suite and Board.
You're ready to move on when
- A track record of successful AI research leadership in a similar industry or with relevant technical challenges.
- Strong external network and reputation within the AI research community.
- Proven ability to quickly assess a new environment, identify strategic priorities, and build high-performing teams.
- Demonstrated success in managing a large research budget and driving commercialisation of AI innovations.
- 3
From Head of an AI Centre of Excellence (Academic/Industry)
5-7 years in a leadership roleSkills to master
- Translating academic research rigour into commercial viability and product strategy. Developing a strong understanding of P&L management and market dynamics. Building and managing large, multi-disciplinary teams within a corporate structure.
You're ready to move on when
- Successfully managed a significant research budget and secured external funding/grants.
- Strong publication record and academic influence, with a clear vision for applied research.
- Experience collaborating with industry partners and translating research into real-world applications.
- Demonstrated ability to attract and mentor top research talent.