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
Senior Enterprise Search Specialist (L3)
3-5 years in previous roleSkills to master
- Leading end-to-end search projects, designing complex relevance tuning strategies, mentoring junior colleagues, and making independent technical decisions within project scope.
You're ready to move on when
- Consistently delivering successful search improvements with minimal supervision.
- Being the go-to person for complex technical challenges on your team.
- Proactively identifying areas for improvement and proposing solutions.
- Receiving positive feedback on your mentorship and technical guidance from junior colleagues.
- 2
Data Scientist (with Information Retrieval focus)
5-8 years in previous roleSkills to master
- Applying machine learning to text data, building recommendation systems, deep understanding of NLP techniques, and translating complex data insights into actionable search improvements.
You're ready to move on when
- Demonstrated ability to build and deploy ML models that impact information discovery.
- Strong programming skills (e.g., Python) and experience with relevant libraries (e.g., scikit-learn, spaCy).
- A portfolio of projects involving text analytics, clustering, or semantic search.
- Ability to work effectively with engineering teams to integrate models into production systems.
- 3
Information Architect / Content Strategist
6-10 years in previous roleSkills to master
- Designing and implementing taxonomies and ontologies, developing content governance frameworks, understanding user information seeking behaviour, and advocating for search-friendly content creation.
You're ready to move on when
- Proven experience in large-scale information architecture projects.
- Ability to influence content owners and drive adoption of metadata standards.
- Strong understanding of how content structure impacts findability.
- Experience with user research and usability testing for information systems.