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 (Quantitative Field)
0-1 yearSkills to master
- Data extraction (SQL, Salesforce), data cleaning, basic reporting, understanding customer success metrics.
You're ready to move on when
- Consistently accurate data output for QBRs.
- Proactive identification of data discrepancies.
- Ability to independently pull standard reports without supervision.
- Demonstrated understanding of core customer value concepts.
- 2
Customer Support Specialist (with Data Aptitude)
1-2 yearsSkills to master
- Translating customer issues into data points, understanding product usage patterns, basic analytical reporting, effective internal communication.
You're ready to move on when
- Has a strong grasp of customer pain points and how they relate to product usage.
- Can effectively communicate data insights to non-technical stakeholders (e.g., CSMs).
- Shows initiative in using data to solve customer problems in their current role.
- Successfully completed internal data-focused projects or training.
- 3
Junior Data Analyst (Non-Customer Focused)
1-2 yearsSkills to master
- Applying existing data analysis skills to customer-specific metrics, learning customer success platforms (Gainsight), understanding commercial impact of data.
You're ready to move on when
- Strong technical data skills (SQL, Excel) are already in place.
- Quickly picks up new domain knowledge specific to customer value.
- Demonstrates curiosity about customer behaviour and business outcomes.
- Able to adapt analytical approaches to answer customer-centric questions.