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Product Sense

2 years ago

If you had to suggest a new feature for an online service you have been using for a while, what would it be?

Product Manager

SoFi

MyGlamm

Bosch

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2 years ago

Statistics

2 years ago

Generate 1000 data points normally distributed, with mean=x, and variance=y. Perform summary stat on the data points, explain stat metrics. Create density plot.

Data Scientist

SoFi

WeWork

Bolt

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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

Wattpad

Tinder

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2 years ago

System Design

2 years ago

Design a system for real-time recommendation engine.

Engineering Manager

SoFi

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2 years ago

Behavioral

2 years ago

Tell me about a conflict you managed.

Frontend EngineerTechnical Program ManagerSoftware EngineerProduct Manager

SoFi

Jabil Circuit

Zola

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2 years ago

ML Knowledge

2 years ago

What practices are recommended for overcoming covariate imbalance in machine learning, and how do they aid in enhancing model robustness?

Machine Learning Engineer

SoFi

Snowflake

GoCardless

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2 years ago

Behavioral

2 years ago

Tell me about a project you are really proud of.

Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

SoFi

Electronic Arts

Dropbox

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2 years ago

SQL

2 years ago

If you had one table with duplicate values and another without duplicates, how would you go about joining them?

Data Scientist

SoFi

Mastercard

Sprinklr

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2 years ago

Product Execution

2 years ago

What do you find challenging about product management?

Product Manager

SoFi

Careem

VMware

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2 years ago

Behavioral

2 years ago

The most memorable challenge you've faced in the past?

Data ScientistEngineering ManagerUX DesignerUX Researcher

SoFi

Rivigo

Panasonic

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2 years ago

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Software Engineer

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SoFi

Product Manager

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SoFi

Engineering Manager

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System Design

SoFi

Data Scientist

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DS Analytical Execution

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^*All interview questions are submitted by recent SoFi candidates, labelled and categorized by Prepfully, and then published after verification by current and ex-SoFi employees.