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Metrics and Experimentation
2 years ago
When creating a metric to compare two user's Netflix recommended lists of movie/tv show preferences, what steps would you take to ensure its reliability and accuracy?
Data Scientist

Airtable

Tinder

eBay

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2 years ago
ML Knowledge
2 years ago
What are some of the prerequisites for clean data when it comes to machine learning, and how do you ensure they are all met?
Data Scientist

Airtable

thredUP Logo

thredUP

Nutanix Logo

Nutanix

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2 years ago
Data Visualization
2 years ago
Can you recommend tools or techniques for visualizing complex, multi-dimensional data?
Data Scientist

Airtable

TikTok Logo

TikTok

Anaplan Logo

Anaplan

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2 years ago
Behavioral
2 years ago
What makes you a great fit for Airtable?
Data Scientist

Airtable

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2 years ago
ML Knowledge
2 years ago
What do the training and loss graphs signify for a neural network? How do different loss functions influence the shape of the loss graph, and what are some widely utilized ones? How do the training and loss graphs differ, and what do they contribute towards optimizing and augmenting model performance?
Data Scientist

Airtable

Quantcast Logo

Quantcast

Autodesk Logo

Autodesk

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2 years ago
Statistics
2 years ago
What are some possible factors that contribute to the variation observed between the two groups in an A/B experiment?
Data Scientist

Airtable

Riot Games Logo

Riot Games

trivago Logo

trivago

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2 years ago
Analytics Case
2 years ago
What factors do you consider when forecasting a user's lifetime value?
Data Scientist

Airtable

Amgen Logo

Amgen

Snap Logo

Snap

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2 years ago
Behavioral
2 years ago
Describe a time when you managed a team.
Data ScientistML Engineering ManagerData Engineering ManagerData Science Manager

Airtable

Acorns Logo

Acorns

Box Logo

Box

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2 years ago
Behavioral
2 years ago
Please describe your biggest professional achievements in your current role.
Data ScientistData Engineering ManagerFull Stack Software EngineerFrontend Engineer

Airtable

Cabify Logo

Cabify

Zeta Logo

Zeta

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2 years ago
ML Knowledge
2 years ago
How do the coefficients in a logistic regression model inform us about the odds of the outcome occurring?
Data Scientist

Airtable

Deloitte Logo

Deloitte

Udacity Logo

Udacity

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2 years ago

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

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