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System Design
3 years ago
Create a digital music streaming platform like Spotify.
Machine Learning Engineer

SoFi

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3 years ago
Product Case
3 years ago
How would you go about predicting the sales of a brand in the coming months/year?
Machine Learning Engineer

SoFi

Quora Logo

Quora

Google Logo

Google

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3 years ago
ML Knowledge
3 years ago
Can you elaborate on the contrasts between the summaries of Logistic Regression and SVM?
Machine Learning Engineer

SoFi

Siemens Logo

Siemens

Qualcomm Logo

Qualcomm

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3 years ago
ML KnowledgeML Case
3 years ago
Can you discuss your real-world experience with NLP and its use in recommender systems?
Machine Learning Engineer

SoFi

trivago Logo

trivago

Canva Logo

Canva

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3 years ago
System Design
3 years ago
Design a system for managing a distributed CI/CD pipeline.
Machine Learning Engineer

SoFi

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3 years ago
ML CaseML Knowledge
3 years ago
Can you identify the problems that tend to surface with models that are heavily layered?
Machine Learning Engineer

SoFi

Yelp Logo

Yelp

Sprinklr Logo

Sprinklr

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3 years ago
ML Knowledge
3 years ago
Can you walk me through your thought process for selecting the right algorithm for a machine learning task?
Machine Learning Engineer

SoFi

Skyscanner Logo

Skyscanner

Criteo Logo

Criteo

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3 years ago
Coding
3 years ago
How do you go about writing a recursive function for calculating the nth Fibonacci number?
Machine Learning Engineer

SoFi

Grubhub Logo

Grubhub

Qualtrics Logo

Qualtrics

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3 years ago
System Design
3 years ago
Propose a high-level design for a CDN that supports both static and dynamic content caching.
Machine Learning Engineer

SoFi

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3 years ago
ML Knowledge
3 years ago
Could you explain the disparities between k-means clustering and the k-nearest neighbor algorithm?
Machine Learning Engineer

SoFi

Postmates Logo

Postmates

Novartis Logo

Novartis

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3 years ago

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*All interview questions are submitted by recent SoFi Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at SoFi.

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