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Behavioral
4 years ago
In what ways do your near term goals contribute to your long term goals?
Data ScientistFrontend EngineerProgram ManagerFull Stack Software Engineer

Shopee

SurveyMonkey

Unity Technologies

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4 years ago
Coding
4 years ago
Can you create a Python function that adjusts the stream count for songs with a markdown rate?
Data Scientist

Shopee

ZocDoc

Avito

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4 years ago
ML Knowledge
4 years ago
What separates linear regression and logistic regression in terms of output and usage?
Data Scientist

Shopee

Robinhood Logo

Robinhood

WorldRemit Logo

WorldRemit

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4 years ago
Coding
4 years ago
Let's assume we can only use a random number generator. What steps would you take to generate i.i.d. draws from distribution X?
Data Scientist

Shopee

ClassPass Logo

ClassPass

HubSpot Logo

HubSpot

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4 years ago
SQL
4 years ago
How do window functions in SQL provide different capabilities than aggregations and joins?
Data Scientist

Shopee

Stitch Fix Logo

Stitch Fix

Quantcast Logo

Quantcast

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4 years ago
Behavioral
4 years ago
How do you earn the trust of your team?
Data ScientistEngineering ManagerUX DesignerUX Researcher

Shopee

Gupshup Logo

Gupshup

RentoMojo Logo

RentoMojo

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4 years ago
Behavioral
4 years ago
Describe a time when you disagreed with a performance rating you received.
Data ScientistFull Stack Software EngineerData AnalystData Engineering Manager

Shopee

Magic Leap Logo

Magic Leap

Proofpoint Logo

Proofpoint

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4 years ago
ML Knowledge
4 years ago
How would you explain bootstrapping, and do you advocate its use for increasing sample sizes?
Data ScientistMachine Learning Engineer

Shopee

Atlassian Logo

Atlassian

Dell Logo

Dell

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4 years ago
Product CaseML System DesignML Case
4 years ago
In creating a demand forecasting model for a ride-sharing service, which factors and data sources would you prioritize, and why? What steps would you take to validate the model and ensure its accuracy?
Data Scientist

Shopee

Etsy Logo

Etsy

Twitch Logo

Twitch

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4 years ago
Behavioral
4 years ago
In what direction do you see your career growing over the next five years? How will your employment with Shopee fit into this plan?
Data Scientist

Shopee

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4 years ago

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

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