Analytical Interview Questions

Review this list of 662 Analytical interview questions and answers verified by hiring managers and candidates.

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How would you improve Buy and Sell Groups on Facebook?
5 months ago3 answers
How would you measure the success of Facebook Rooms?
5 years ago2 answers
How would you optimize the serving time at an ice cream shop?
5 years ago6 answers
If LinkedIn messages are down, how would you identify the cause?
5 years ago8 answers
We've noticed a drop off in card usage. Evaluate why this might be happening and propose solutions to address it.
9 months ago
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How would you manage a latent field failure or bug that impacts customers and increases return rates or support contacts?
4 years ago1 answer
What is the most important metric for Airbnb?
4 years ago3 answers
You're a PM at Lyft. Why might requests be down 5% in a given city?
5 years ago5 answers
For a social media app, how would you analyze whether content from friends or content from strangers/creators drives higher engagement?
2 years ago1 answer
What metrics would you choose as True North for Facebook Story?
5 years ago2 answers
List the top three most important variables Uber could use to estimate the ETA for passenger pickup, beyond the ETA on Google Maps.
17 answers
Is introducing Meta AI within Instagram DMs a good investment for Meta? If so, why? What are the goals you would set? What metrics would you track to see if it is working and to ensure product health?
a year ago1 answer
How would you increase Google Pay monetization by 10X?
5 years ago2 answers
Instagram sees a 5% decrease in Daily Active Users (DAU) over a week. How do you determine the root cause?
a year ago1 answer
An important feature of a product fails on the release day at a conference. What would you do?
a year ago4 answers
How would you measure the success of a local ads product at launch?
a year ago1 answer
Estimate the total number of annual hotel bookings made globally on Expedia.
2 years ago1 answer
You are designing an A/B test on Bing. When would you run a user-tied flight versus an untied flight, and what are the benefits and drawbacks of each?
5 years ago2 answers
How would you build evals for Deep Research?
a year ago
As a PM for Instacart, what potential issues do you foresee after a customer places an order?
10 months ago1 answer

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Analytical Interview Questions

How would you improve Buy and Sell Groups on Facebook?

How would you measure the success of Facebook Rooms?

How would you optimize the serving time at an ice cream shop?

If LinkedIn messages are down, how would you identify the cause?

We've noticed a drop off in card usage. Evaluate why this might be happening and propose solutions to address it.

How would you manage a latent field failure or bug that impacts customers and increases return rates or support contacts?

What is the most important metric for Airbnb?

You're a PM at Lyft. Why might requests be down 5% in a given city?

For a social media app, how would you analyze whether content from friends or content from strangers/creators drives higher engagement?

What metrics would you choose as True North for Facebook Story?

List the top three most important variables Uber could use to estimate the ETA for passenger pickup, beyond the ETA on Google Maps.

Is introducing Meta AI within Instagram DMs a good investment for Meta? If so, why? What are the goals you would set? What metrics would you track to see if it is working and to ensure product health?

How would you increase Google Pay monetization by 10X?

Instagram sees a 5% decrease in Daily Active Users (DAU) over a week. How do you determine the root cause?

An important feature of a product fails on the release day at a conference. What would you do?

How would you measure the success of a local ads product at launch?

Estimate the total number of annual hotel bookings made globally on Expedia.

You are designing an A/B test on Bing. When would you run a user-tied flight versus an untied flight, and what are the benefits and drawbacks of each?

How would you build evals for Deep Research?

As a PM for Instacart, what potential issues do you foresee after a customer places an order?

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