Interview questions · 24 with model answers

AI product manager

Decides what AI product to build, for whom, and how to measure it.

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Level

1ConceptsFresher
How is managing an AI product different from managing a normal product?
2ConceptsFresher
How do you decide whether AI is the right solution?
3ConceptsMid
What goes into an AI requirements document?
4ConceptsMid
What are the levels of automation, and how do you choose one?
5ConceptsSenior
How do you handle quality, cost and speed trade-offs?
6ScenarioMid
Your AI feature is right nine times out of ten. Do you launch?
7ScenarioMid
Users do not trust the AI feature. What do you do?
8ScenarioMid
Legal blocks your launch two weeks before the date. What do you do?
9ScenarioSenior
The model provider doubles prices. What do you do?
10Hands-onMid
Design an AI feature for farmers who get advice in local languages.
11Hands-onSenior
Which metrics would you track for an AI assistant, and which would you avoid?
12BehavioralMid
Tell me about a feature you decided not to build.
13BehavioralSenior
How do you work with engineers when results are uncertain?
14IndiaMid
Many Indian users are price sensitive and use low-end phones. How does that shape an AI product?
15IndiaMid
Voice is common among new internet users in India. How would you design for it?
16IndiaSenior
How would you launch an AI feature on an ed-tech platform for students preparing for competitive exams?
17HR roundFresher
Tell me about yourself.
18HR roundMid
Why do you want to leave your current job?
19HR roundMid
What is your notice period, and can it be shortened?
20HR roundMid
What are your salary expectations?
21HR roundFresher
What are your strengths and your weaknesses?
22HR roundMid
Are you comfortable with work from office, shifts or relocation?
23HR roundFresher
Where do you see yourself in five years?
24HR roundMid
Do you have any questions for us?

AI product manager

How is managing an AI product different from managing a normal product?

How do you decide whether AI is the right solution?

What goes into an AI requirements document?

What are the levels of automation, and how do you choose one?

How do you handle quality, cost and speed trade-offs?

Your AI feature is right nine times out of ten. Do you launch?

Users do not trust the AI feature. What do you do?

Legal blocks your launch two weeks before the date. What do you do?

The model provider doubles prices. What do you do?

Design an AI feature for farmers who get advice in local languages.

Which metrics would you track for an AI assistant, and which would you avoid?

Tell me about a feature you decided not to build.

How do you work with engineers when results are uncertain?

Many Indian users are price sensitive and use low-end phones. How does that shape an AI product?

Voice is common among new internet users in India. How would you design for it?

How would you launch an AI feature on an ed-tech platform for students preparing for competitive exams?

Tell me about yourself.

Why do you want to leave your current job?

What is your notice period, and can it be shortened?

What are your salary expectations?

What are your strengths and your weaknesses?

Are you comfortable with work from office, shifts or relocation?

Where do you see yourself in five years?

Do you have any questions for us?