Data Analysis Interview Questions

Review this list of 104 data analysis interview questions and answers verified by hiring managers and candidates.

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Business Analyst Product Analyst Data Analyst BizOps & Strategy Data Scientist Product Manager

How do you determine which metrics are most important for executives to track?
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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What metrics would you track to improve operational cost?
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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How would you identify inefficiencies in a team’s workflow using data?
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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What recommendation did you make based on your analysis, and what was the impact?
Business Analyst
Data Analysis
+2 more
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Business Analyst
Data Analysis
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You’re told engagement is flat even though new users are increasing—what questions would you ask and what data would you look at?
Data Analysis
Statistics & Experimentation
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Data Analysis
Statistics & Experimentation

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How would you measure engagement for a productivity app? What features or behaviors would you track?
Data Analysis
Statistics & Experimentation
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Data Analysis
Statistics & Experimentation
Describe a time you used data to improve an internal process.
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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How do you turn analysis into business action?
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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Asked at Clipboard Health • 5 months ago
If rider price changed, what should a ride-sharing app use and/or analyze to maximize revenue?
BizOps & Strategy
Data Analysis
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BizOps & Strategy
Data Analysis
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Walk me through how you'd segment users for a churn analysis.
Product Analyst
Data Analysis
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Product Analyst
Data Analysis
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Tell me how you’d segment customers to support a growth initiative.
Business Analyst
Data Analysis
+2 more
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Business Analyst
Data Analysis
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Asked at Multiverse • 5 months ago
How do you handle working with ambiguous data?
BizOps & Strategy
Data Analysis
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BizOps & Strategy
Data Analysis
Convert Biased Coin to Fair Coin
IDE
Medium
Data Analysis
Coding
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Data Analysis
Coding
A competitor is gaining market share. How would you investigate why?
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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You’re asked to identify high-value customers—how would you approach this using data?
Business Analyst
Data Analysis
+2 more
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Business Analyst
Data Analysis
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The leadership team wants to understand the ROI of a new feature—how would you structure that analysis?
Data Analysis
Statistics & Experimentation
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Data Analysis
Statistics & Experimentation
You’ve been asked to analyze the performance of a newly launched onboarding experience. What steps would you take?
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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Asked at Pathmotion • 4 years ago
Estimate the number of new college graduates applying to big tech companies annually.
Data Analysis
Estimation
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Data Analysis
Estimation
+1 more
How would you evaluate our pricing compared to competitors using publicly available data?
Business Analyst
Data Analysis
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Business Analyst
Data Analysis
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After launching a new recommendation engine, how would you measure its impact on revenue?
Data Analysis
Statistics & Experimentation
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Data Analysis
Statistics & Experimentation

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Data Analysis Interview Questions

How do you determine which metrics are most important for executives to track?

What metrics would you track to improve operational cost?

How would you identify inefficiencies in a team’s workflow using data?

What recommendation did you make based on your analysis, and what was the impact?

You’re told engagement is flat even though new users are increasing—what questions would you ask and what data would you look at?

How would you measure engagement for a productivity app? What features or behaviors would you track?

Describe a time you used data to improve an internal process.

How do you turn analysis into business action?

If rider price changed, what should a ride-sharing app use and/or analyze to maximize revenue?

Walk me through how you'd segment users for a churn analysis.

Tell me how you’d segment customers to support a growth initiative.

How do you handle working with ambiguous data?

Convert Biased Coin to Fair Coin

A competitor is gaining market share. How would you investigate why?

You’re asked to identify high-value customers—how would you approach this using data?

The leadership team wants to understand the ROI of a new feature—how would you structure that analysis?

You’ve been asked to analyze the performance of a newly launched onboarding experience. What steps would you take?

Estimate the number of new college graduates applying to big tech companies annually.

How would you evaluate our pricing compared to competitors using publicly available data?

After launching a new recommendation engine, how would you measure its impact on revenue?

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