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
Recent Graduate (Business/Quantitative Degree)
0-1 yearSkills to master
- Core analytical skills, structured thinking, professional communication, and foundational tool proficiency (Excel, PowerPoint).
You're ready to move on when
- Consistently delivers accurate and timely work.
- Asks thoughtful, clarifying questions.
- Demonstrates a strong grasp of project context.
- Can independently complete basic data analysis tasks.
- 2
Operations or Finance Analyst (Entry Level)
1-2 yearsSkills to master
- Translating operational data into insights, understanding business processes, and stakeholder communication (even at a junior level).
You're ready to move on when
- Proven ability to work with business data and identify trends.
- Can articulate basic business problems and potential solutions.
- Shows initiative in improving existing processes.
- Comfortable presenting findings to small internal groups.
- 3
Internship Conversion
6-12 months (post-internship)Skills to master
- Familiarity with our internal processes, tools, and team dynamics. Demonstrated ability to contribute effectively during an internship.
You're ready to move on when
- Received strong performance reviews during internship.
- Already familiar with our core tech stack and methodologies.
- Integrated well into the team culture.
- Proactively sought additional responsibilities during internship.


