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Analytical Interview Questions

11 questions from real analytical interview rounds — 1 easy, 10 medium. Reported from interviews at Google, Meta and A&M. Open any question for the full page: sample answer, community answers and related questions.

Asked at Meta
Medium

Local ad impressions up 35%, local business sign-ups down 8%. What do you do?

ExecutionAnalytical
2
Asked at Meta
Medium

Scam Detection F1 Score rose from 0.74 to 0.81 while Protection CSAT fell 19%. What’s happening?

Analytical
1
Asked at Google
Medium

You are a PM at YouTube and you see that the views are coming down, what will you do?

Analytical
0
Asked at Swiggy
Easy

Swiggy food deliveries are facing a lot of delays from the promised time. What could be the reason?

Analytical
5
Asked at A&M
Asked at Google
Medium

Estimate the duration of ads streamed on YouTube daily

GuesstimatesAnalytical
0
Asked at Google
Medium

Estimate the number of Elevators required for a 50-storey building?

Analytical
0
Asked at Google
Medium

How would you price Gemini?

Analytical
0
Asked at Snapchat
Medium

How would you evaluate the performance of LLMs?

AnalyticalArtificial Intelligence
0
Asked at Bain
Asked at Accenture
Medium

Estimate the revenue of all coffee shops in Mumbai.

Analytical
0
Asked at Meta
Medium

How would you measure the success of Instagram Stories?

Analytical
1
Asked at Uber
Asked at Lyft
Medium

What metrics would you track for a ride-sharing app?

Analytical
2

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