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 AI Learning Specialist (L2)
2-3 years at L2Skills to master
- Moving from administering systems to designing and leading full programmes, developing strong stakeholder influence, and demonstrating a deeper understanding of learning analytics and AI ethics.
You're ready to move on when
- Successfully owned and optimised a core learning system (e.g., LXP).
- Consistently delivered high-quality AI-assisted content creation projects.
- Proactively identified and proposed solutions to learning data challenges.
- Demonstrated informal leadership or mentorship of new team members.
- 2
From Senior Instructional Designer (EdTech Focus)
5-7 years in ID rolesSkills to master
- Deepening your understanding of AI technologies and their practical application in learning, mastering learning analytics and xAPI, and developing strong performance consulting skills.
You're ready to move on when
- Experience designing complex, non-linear learning journeys.
- A portfolio demonstrating innovative use of learning technologies (even if not AI-specific).
- A keen interest in data-driven learning and a foundational understanding of AI.
- Proven ability to manage projects and influence design decisions.
- 3
From Data Analyst / Data Scientist (L&D or HR Focus)
4-6 years in data rolesSkills to master
- Developing a strong understanding of adult learning principles, instructional design, and performance consulting. Bridging the gap between data insights and actionable learning solutions.
You're ready to move on when
- Experience analysing HR or learning-related datasets.
- Ability to translate complex data insights into clear, actionable recommendations.
- A genuine interest in how data and AI can improve human performance and learning outcomes.
- Strong communication and presentation skills, especially for non-technical audiences.