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
Junior Learning Evaluation Associate / L&D Administrator with Data Focus
1-2 yearsSkills to master
- Mastering data extraction from LMS, basic Excel analysis, survey administration, and understanding the basics of L&D programme lifecycle.
You're ready to move on when
- Consistently accurate data pulls and reports.
- Proactively identifying minor data inconsistencies.
- Successfully managing multiple survey deployments and data collection efforts.
- Clear understanding of L1 and L2 evaluation metrics.
- 2
HR Analyst / Business Analyst (with L&D exposure)
2-3 yearsSkills to master
- Applying analytical techniques to HR or business data, understanding stakeholder needs, building basic dashboards, and translating business questions into data problems.
You're ready to move on when
- Successfully delivered several data analysis projects for HR or business units.
- Proficient in Excel and at least one BI tool (Tableau/Power BI) or scripting language (Python/R).
- Ability to independently gather data from various systems and present findings.
- Strong communication skills with non-technical stakeholders.
- 3
Academic Researcher / Post-Graduate Student (relevant field)
0-2 years (post-degree)Skills to master
- Translating academic research skills (statistical analysis, research design) into practical business applications, understanding corporate L&D context, and learning business-specific tools.
You're ready to move on when
- Demonstrated strong quantitative research and analytical skills through academic work.
- Ability to explain complex methodologies in a clear, concise manner.
- Eagerness to learn corporate systems and apply academic rigour to real-world problems.
- Experience with statistical software (e.g., SPSS, R, Python).