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Growth & Strategy Questions

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Growth and strategy are at the core of how companies expand into new markets, refine product offerings, and stay competitive. In big tech, data analytics roles can be heavily focused on supporting market expansion and strategic decision-making through data.

You’ll often work cross-functionally with product, marketing, operations, and leadership teams to tackle key questions such as:

  • Where should we expand next?
  • Which customer segments are most valuable?
  • How do we prioritize growth bets with the highest ROI?

In interviews, expect to be tested on your ability to structure ambiguous problems, work with limited data, and communicate clear, data-backed recommendations that align with business goals.

Data Analyst 3.2.5

Expect to be assessed on the following during interviews:

  • Structured thinking: Can you break down ambiguous business problems clearly and logically?
  • Analytical rigor: Can you leverage both internal data and external market data effectively?
  • Strategic judgment: Do your insights lead to clear, high-impact recommendations?
  • Communication: Can you explain complex analysis in a way business stakeholders can act on?

In the next module, we will be sharing with you a general framework of how to answer all these 4 question types and ensure you are set up for success.

Try it yourself

Answer these questions, share with peers, and see how others tackled them.

Estimate the TAM for electric scooters in San Francisco.
How would you size the opportunity for launching a grocery delivery service in a new city?
How would you segment users for a new e-commerce platform?
You’re asked to identify high-value customers—how would you approach this using data?
A competitor is gaining market share. How would you investigate why?
How would you evaluate our pricing compared to competitors using publicly available data?
How would you test the impact of expanding into a new international market?
You’re launching a new feature—how would you measure its strategic impact on growth?
You have three ideas for expansion but limited resources. How would you help prioritize them?