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ML Case
3 years ago
How would you architect a model to proficiently discern objects present in a single frame?
Data Scientist

Airbnb

Instacart

OfferUp

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3 years ago
Behavioral
3 years ago
How would you describe yourself and why do you think that you should be hired by Airbnb?
Data Scientist

Airbnb

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3 years ago
Statistics
3 years ago
How do you go about generating 1000 data points with a normal distribution given mean=x and variance=y, and what summary statistics and visualization would you use to describe the dataset?
Data Scientist

Airbnb

WeWork Logo

WeWork

Bolt Logo

Bolt

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3 years ago
Behavioral
3 years ago
Tell me about a time when you got a performance rating you disagreed with.
Data ScientistFull Stack Software EngineerData AnalystData Engineering Manager

Airbnb

Magic Leap Logo

Magic Leap

Proofpoint Logo

Proofpoint

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3 years ago
Statistics
3 years ago
Can you walk me through the math for the maximum likelihood estimation of heads in coin tosses?
Data Scientist

Airbnb

Databricks Logo

Databricks

Course Hero Logo

Course Hero

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3 years ago
Behavioral
3 years ago
In the event that you are offered a position at Airbnb, how long do you expect to stay?
Data Scientist

Airbnb

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3 years ago
ML System Design
3 years ago
What would be your approach for creating a podcast search engine that enables users to find specific topics within transcripts of various shows?
Data Scientist

Airbnb

Uber Logo

Uber

Asana Logo

Asana

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3 years ago
Coding
3 years ago
Could you illustrate how to invert a binary tree in any given programming language?
Data Scientist

Airbnb

Redfin Logo

Redfin

Addepar Logo

Addepar

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3 years ago
ML Knowledge
3 years ago
Gradient issues can be frustrating in deep learning. What are your tried-and-tested techniques to manage these problems?
Data Scientist

Airbnb

TripAdvisor Logo

TripAdvisor

Spotify Logo

Spotify

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3 years ago
Behavioral
3 years ago
Do you have a proud moment from a project?
Data ScientistProduct ManagerBackend EngineerSoftware Engineer

Airbnb

Cisco Logo

Cisco

GoodData Logo

GoodData

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3 years ago

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

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