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ML System DesignML CaseProduct Case
3 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

Glovo

Etsy

Twitch

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3 years ago
SQL
3 years ago
How would you approach the task of filtering by time period and calculating summary statistics (average, rolling sum) from a dataset of (date, duration) tuples?
Data Scientist

Glovo

Samsara

GitLab

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3 years ago
Behavioral
4 years ago
Describe a time when you managed a team.
Software EngineerUX ResearcherEngineering ManagerUX Designer

Glovo

PagerDuty Logo

PagerDuty

ChannelAdvisor Logo

ChannelAdvisor

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4 years ago
System Design
4 years ago
Design a subscription management system for Glovo.
Engineering ManagerSoftware EngineerTechnical Program ManagerMachine Learning Engineer

Glovo

GameStop Logo

GameStop

Marqeta Logo

Marqeta

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4 years ago
System Design
4 years ago
Create a scalable system for managing data migration across distributed architectures.
Machine Learning Engineer

Glovo

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4 years ago
System Design
4 years ago
Create a scalable system for managing versioned data across distributed systems.
Machine Learning Engineer

Glovo

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4 years ago
ML KnowledgeML Case
4 years ago
What are the difficulties faced when you have a model with a lot of layers?
Data Scientist

Glovo

Anaplan Logo

Anaplan

Skyscanner Logo

Skyscanner

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4 years ago
System Design
4 years ago
Architect a real-time geolocation tracking system.
Technical Program Manager

Glovo

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4 years ago
iOS System Design
4 years ago
Describe considerations for scaling up Spotify's playlist feature on iOS to a billion users.
iOS Engineer

Glovo

Google Logo

Google

Imgur Logo

Imgur

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4 years ago
Behavioral
4 years ago
Can you share an example of a project you worked on that you found to be particularly rewarding?
UX ResearcherProduct ManagerBackend EngineerSoftware Engineer

Glovo

Cisco Logo

Cisco

GoodData Logo

GoodData

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4 years ago

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