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The Interview Process
Technical Assessment (SQL/Python)
A practical test requiring you to extract, clean, and analyze a dataset (e.g., customer transaction histories) to find actionable insights.
Technical Interview
Reviewing your assessment code, discussing data visualization techniques (Tableau/PowerBI), and understanding database schemas.
Business Application Interview
Focuses on your ability to translate raw data into business value—for example, how data can be used to identify customers struggling with the cost-of-living crisis.
Real NatWest Group Interview Questions
Practice these exact questions faced by previous Data Analyst (Data & Analytics) candidates.
1Write a SQL query to identify all customers whose average monthly spending on utilities has increased by more than 30% over the last six months. (SQL / Technical)
2You've built a dashboard showing that a specific demographic of customers is abandoning our mobile app during the onboarding process. Walk me through how you present this to the product team. (Communication / Customer Focus)
3Tell me about a time you 'Connected' disparate datasets from two completely different departments to uncover an insight nobody else saw. (Connectivity / Curiosity)
4We want to proactively offer financial support to retail customers heading toward financial distress. What specific data points would you use to build a predictive model for this? (Analytical Application / Empathy)
5Explain a complex statistical concept (like p-value or standard deviation) as if you were speaking to a retail branch manager who has no data science background. (Communication)
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