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Behavioral
9 months ago
Can you share an example where you showed ownership
Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

SoFi

ApplyBoard

Naspers

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9 months ago
Behavioral
9 months ago
Let me know about a time when you had to act quickly.
Data ScientistFrontend EngineerProgram ManagerFull Stack Software Engineer

SoFi

MasterClass Logo

MasterClass

Marketo Logo

Marketo

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9 months ago
ML Knowledge
10 months ago
Could you enumerate some optimization algorithms that you know? What techniques would you employ to handle an optimization problem with a large number of variables? How does the simplex algorithm operate in solving optimization tasks?
Data Scientist

SoFi

Venmo Logo

Venmo

Expedia Logo

Expedia

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10 months ago
Statistics
10 months ago
Three friends in Dublin told you it's rainy. Each has a probability of 1/3 of lying. What's the probability of Dublin is rainy?
Data Scientist

SoFi

Ubisoft Logo

Ubisoft

Coinbase Logo

Coinbase

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10 months ago
Behavioral
10 months ago
Did you ever make a decision that did not go as planned? What did you learn from this experience?
Data ScientistData Science ManagerEngineering ManagerUX Designer

SoFi

Trackmaven Logo

Trackmaven

Okta Logo

Okta

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10 months ago
Statistics
10 months ago
Explain the purpose of the X and Y axes in a ROC curve.
Data Scientist

SoFi

Ticketmaster Logo

Ticketmaster

Robinhood Logo

Robinhood

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10 months ago
Behavioral
10 months ago
Tell us about how SoFi aligns with your longer-term goals
Data Scientist

SoFi

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10 months ago
Behavioral
10 months ago
How do your short term goals support your long term goals?
Data ScientistFrontend EngineerProgram ManagerFull Stack Software Engineer

SoFi

SurveyMonkey Logo

SurveyMonkey

Unity Technologies Logo

Unity Technologies

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10 months ago
CodingStatistics
a year ago
How can you ensure that the shuffle() function you create will have equally probable permutations?
Data Scientist

SoFi

Udacity Logo

Udacity

Klarna Logo

Klarna

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a year ago
Analytics Case
a year ago
If a product's usage metrics take a hit leading up to its launch, what steps would you recommend taking?
Data Scientist

SoFi

Gusto Logo

Gusto

GoCardless Logo

GoCardless

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a year ago

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

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