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
Data Analyst / Business Intelligence Analyst
2-3 yearsSkills to master
- Strong SQL, data cleaning, statistical analysis, dashboard creation (Tableau/Power BI), translating data into basic business insights.
You're ready to move on when
- Consistently delivering accurate and insightful data analyses.
- Proactively identifying trends and anomalies in data.
- Successfully presenting data findings to non-technical stakeholders.
- Demonstrating a keen interest in the 'why' behind business decisions and AI's role in them.
- 2
Management Consultant (Junior Level)
2-4 yearsSkills to master
- Structured problem-solving, client communication, presentation development, market research, business case framing.
You're ready to move on when
- Successfully managing workstreams within larger consulting projects.
- Developing clear and logical recommendations for clients.
- Strong ability to synthesise complex information from diverse sources.
- Exposure to technology strategy or digital transformation projects.
- 3
Product Analyst (AI-focused)
2-4 yearsSkills to master
- Product analytics, A/B testing, user behaviour analysis, understanding of product development lifecycle, basic AI/ML concepts.
You're ready to move on when
- Successfully analysing product performance and identifying areas for improvement.
- Working closely with engineering and design teams.
- Understanding the impact of AI features on user experience and business metrics.
- Articulating product insights to a wider audience.


