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System Design

2 years ago

Design a distributed solution for managing large graph databases.

Machine Learning Engineer

SoFi

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2 years ago

ML Knowledge

2 years ago

Can you explain the process of k-means clustering and whether it assures a global optimum solution? Additionally, demonstrate how you would implement this with an N*D matrix.

Machine Learning Engineer

SoFi

Wish

Riot Games

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2 years ago

ML Knowledge

2 years ago

How do you approach ETL processes? Can you describe your methodology?

Machine Learning Engineer

SoFi

Indeed.com

YouTube

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2 years ago

ML CaseProduct Case

2 years ago

How would you craft a recommendation service that reflects a user's auditory preferences, and what historical listening details would you leverage?

Machine Learning Engineer

SoFi

Hootsuite

Addepar

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2 years ago

Coding

2 years ago

Can you construct a text-wrapping function that breaks a long string into space-separated lines under a character cap?

Machine Learning Engineer

SoFi

Intel

Hitachi

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2 years ago

System Design

2 years ago

What are the key components and considerations in designing a real-time inventory tracking system?

Machine Learning Engineer

SoFi

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2 years ago

Coding

2 years ago

Can you explain why an LRU cache might be useful in a program?

Machine Learning Engineer

SoFi

Snowflake

Dropbox

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2 years ago

ML CaseProduct Case

2 years ago

What patterns have you observed in rider requests, and what do you think is causing them?

Machine Learning Engineer

SoFi

Slack

DigitalOcean

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2 years ago

ML Knowledge

2 years ago

How do you approach gradient issues in deep learning, particularly the vanishing and exploding problems?

Machine Learning Engineer

SoFi

Pluralsight

Taboola

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2 years ago

ML Knowledge

2 years ago

When it comes to sharing machine learning results with stakeholders, what steps do you take to ensure they are actionable?

Machine Learning Engineer

SoFi

Netflix

Visa

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2 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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