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
Graduate Programme / Internship
1-2 yearsSkills to master
- Structured research, data analysis basics (SQL, Excel), presentation drafting, professional communication, understanding of business context.
You're ready to move on when
- Consistently delivers accurate research and data summaries.
- Proactively seeks feedback and applies it to improve work.
- Demonstrates a solid understanding of core AI terminology and concepts.
- Can clearly articulate the 'why' behind their tasks.
- 2
Junior Business Analyst / Research Assistant
1-3 yearsSkills to master
- Market research methodologies, competitive analysis, stakeholder interviewing (basic), business case components, data visualisation.
You're ready to move on when
- Can independently own small research projects from start to finish.
- Identifies key insights from data without heavy prompting.
- Contributes meaningfully to team discussions and problem-solving.
- Shows initiative in proposing new research areas or tools.
- 3
Data Analyst (Entry Level)
1-2 yearsSkills to master
- Advanced SQL, data cleaning techniques, basic statistical analysis, dashboard building (Tableau/Power BI), understanding of data warehousing concepts.
You're ready to move on when
- Expert in extracting and manipulating data for strategic questions.
- Can build clear, insightful dashboards for specific business problems.
- Understands the limitations and biases of different data sources.
- Collaborates effectively with data engineers and business users.


