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ML Knowledge
3 years ago
What is your understanding of a perceptron model?
Data Scientist

SoFi

Blend

Lattice

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3 years ago
ML System Design
3 years ago
Design a podcast search engine that allows users to search for specific topics within the transcripts of podcasts.
Data Scientist

SoFi

Uber Logo

Uber

Asana Logo

Asana

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3 years ago
Behavioral
3 years ago
Which aspect of Data Scientist role at SoFi excites you the most?
Data Scientist

SoFi

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3 years ago
ML Knowledge
3 years ago
What are the key contrasts between the architecture of CNNs and RNNs?
Data Scientist

SoFi

Expedia Logo

Expedia

Ubisoft Logo

Ubisoft

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3 years ago
ML CaseProduct Case
3 years ago
What have been the primary factors influencing company's ride requests over the past few years?
Data Scientist

SoFi

Square Logo

Square

Quantcast Logo

Quantcast

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3 years ago
ML CaseML Knowledge
3 years ago
Is relying on R-square values alone for linear regression analysis advisable? Is a low R-square value a definitive sign of poor fit in a linear regression model?
Data Scientist

SoFi

Bloomberg Logo

Bloomberg

HubSpot Logo

HubSpot

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3 years ago
Behavioral
3 years ago
Explain one of the processes you learned/developed during your previous job, which you believe will prove valuable in your future position with SoFi
Data Scientist

SoFi

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3 years ago
ML Knowledge
3 years ago
What are the key components of Support Vector Machine?
Data Scientist

SoFi

Hitachi Logo

Hitachi

eBay Logo

eBay

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3 years ago
Statistics
3 years ago
Can you demonstrate your technique for turning a biased coin into a fair one?
Data Scientist

SoFi

ServiceNow Logo

ServiceNow

Oracle Logo

Oracle

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3 years ago
ML Knowledge
3 years ago
What is the importance of precision and recall in the field of data science? How can you use these two metrics to evaluate and optimize machine learning models?
Data Scientist

SoFi

Benchling Logo

Benchling

Broadcom Logo

Broadcom

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3 years 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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