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Coding
3 years ago
Can you explain what the LRU cache is and its use case?
Data Scientist

Affirm

BuzzFeed

Samsara

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3 years ago
Behavioral
3 years ago
When have you made a decision that didn't turn out the way you expected? What did you learn from that experience?
Data ScientistData Science ManagerEngineering ManagerUX Designer

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Trackmaven

Okta

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3 years ago
Behavioral
3 years ago
If you receive an offer from Affirm, how long do you think you'll stay here?
Data Scientist

Affirm

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3 years ago
Statistics
3 years ago
If you know for certain that a friend of yours has 2 children and that atleast one of them is a boy, what is the probability that the other is also a boy?
Data Scientist

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ASML Logo

ASML

Coursera Logo

Coursera

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3 years ago
ML KnowledgeML Case
3 years ago
What are your go-to optimization techniques and how do they essentially operate?
Data Scientist

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Babylon Health Logo

Babylon Health

Figma Logo

Figma

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3 years ago
Behavioral
3 years ago
In your opinion, what are some of the key success indicators for someone in the Data Scientist role?
Data Scientist

Affirm

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3 years ago
Coding
3 years ago
If you could only use a random number generator, how would you generate independent and identically distributed draws from distribution X?
Data Scientist

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ClassPass Logo

ClassPass

HubSpot Logo

HubSpot

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3 years ago
ML Knowledge
3 years ago
In your experience, what are some of the examples of real-world scenarios where overfitting and underfitting have posed challenges for model performance and accuracy? What are the outcomes?
Data Scientist

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DigitalOcean Logo

DigitalOcean

Bill.com Logo

Bill.com

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3 years ago
Statistics
3 years ago
How would you create an A/B test that can measure the relative effectiveness of two product campaigns, with a desired 3% increase in effectiveness?
Data Scientist

Affirm

Bill.com Logo

Bill.com

DeliveryHero Logo

DeliveryHero

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3 years ago
ML Knowledge
3 years ago
Can you delineate the purpose and method of outlier detection?
Data Scientist

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Redfin Logo

Redfin

NetSuite Logo

NetSuite

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3 years ago

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*All interview questions are submitted by recent Affirm Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at Affirm.

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