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 Scheme / Internship Programme
6-12 monthsSkills to master
- Foundational SQL, basic Python (pandas), data cleaning techniques, understanding of business metrics, effective communication of data findings.
You're ready to move on when
- Consistently delivers accurate data extractions and reports.
- Actively seeks feedback and applies learnings to improve work.
- Demonstrates a clear understanding of data lineage and quality issues.
- Can independently troubleshoot minor data discrepancies.
- 2
Internal Transfer (e.g., from Customer Support, Operations)
1-2 years (with prior data exposure)Skills to master
- SQL proficiency, basic data visualisation, understanding of business processes and data sources within the company, problem-solving skills applied to operational data.
You're ready to move on when
- Has completed relevant internal training or external courses in data analysis.
- Has successfully delivered data-driven projects in their previous role (even if informal).
- Shows a strong desire to transition into a dedicated analytics role.
- Has a good grasp of the company's internal data landscape.
- 3
Junior Data Role in a Smaller Company
1-2 yearsSkills to master
- End-to-end data reporting, basic dashboard creation, stakeholder communication (junior level), exposure to various data tools.
You're ready to move on when
- Has experience working with real-world business data, not just academic projects.
- Can demonstrate ownership of specific data deliverables.
- Is looking for a role with more international exposure and growth potential.
- Has experience in a fast-paced environment and can handle multiple requests.