Analytical Interview Questions

Review this list of 655 Analytical interview questions and answers verified by hiring managers and candidates.

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How would you build evals for Deep Research?
a year ago
What is the most important metric for Airbnb?
4 years ago3 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
How would you manage a latent field failure or bug that impacts customers and increases return rates or support contacts?
4 years ago1 answer
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
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You're a PM at Lyft. Why might requests be down 5% in a given city?
5 years ago5 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
How would you measure the success of a local ads product at launch?
a year ago1 answer
What metrics would you choose as True North for Facebook Story?
5 years ago2 answers
How would you increase Google Pay monetization by 10X?
5 years ago2 answers
Estimate the total number of annual hotel bookings made globally on Expedia.
2 years ago1 answer
An important feature of a product fails on the release day at a conference. What would you do?
a year ago4 answers
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 do you measure an agent's quality?
a month ago
As a PM for Instacart, what potential issues do you foresee after a customer places an order?
10 months ago1 answer
As part of the Netflix PM team, how would we investigate the issue of one million active subscribers not logging into the platform?
4 years ago3 answers
You are launching a strategic app. One month out, internal feedback suggests it isn't ready, with below target metrics including CSAT. What do you do?
4 years ago2 answers
You're a PM for a video conferencing app. What success metrics would you define for this app?
a year ago1 answer
How do you develop metrics for a project?
4 years ago4 answers
How can Stripe use data to predict the optimal time to retry a transaction? Has video answer
5 years ago1 answer

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Analytical Interview Questions

How would you build evals for Deep Research?

What is the most important metric for Airbnb?

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

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

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?

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

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

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

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

How would you increase Google Pay monetization by 10X?

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

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

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 do you measure an agent's quality?

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

As part of the Netflix PM team, how would we investigate the issue of one million active subscribers not logging into the platform?

You are launching a strategic app. One month out, internal feedback suggests it isn't ready, with below target metrics including CSAT. What do you do?

You're a PM for a video conferencing app. What success metrics would you define for this app?

How do you develop metrics for a project?

How can Stripe use data to predict the optimal time to retry a transaction? Has video answer

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