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SQL
3 years ago
How would you extract and compute summary statistics such as the average duration and rolling sum from a set of (date, duration) tuples that have been filtered by a particular time period?
Data Scientist

TikTok

Samsara

GitLab

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3 years ago
Statistics
3 years ago
Describe regression to an executive with no background in statistics.
Data Scientist

TikTok

Snowflake

Dollar Shave Club

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3 years ago
ML KnowledgeML Case
3 years ago
Provide an overview of the major differences between multidimensional and tabular models and explain which model is preferred by Azure analysis services?
Data Scientist

TikTok

ServiceNow Logo

ServiceNow

Ticketmaster Logo

Ticketmaster

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3 years ago
Behavioral
3 years ago
Tell me about a time when you helped show the ropes to someone junior to you.
Data ScientistiOS EngineerBackend EngineerProduct Manager

TikTok

Okta Logo

Okta

Mitto Logo

Mitto

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3 years ago
Behavioral
3 years ago
How are you the most qualified candidate for this Data Scientist role?
Data Scientist

TikTok

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3 years ago
Behavioral
3 years ago
Tell me about a time when you failed at work.
Data ScientistSoftware EngineerTechnical Program ManageriOS Engineer

TikTok

Epic Systems Logo

Epic Systems

Juul Labs Logo

Juul Labs

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3 years ago
Metrics and Experimentation
3 years ago
What indicators do you inspect to verify whether a marketing channel is yielding positive results or not?
Data Scientist

TikTok

Arm Logo

Arm

Gusto Logo

Gusto

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3 years ago
ML Knowledge
3 years ago
Can you detail the differences between batch normalisation and instance normalisation?
Data ScientistMachine Learning Engineer

TikTok

eBay Logo

eBay

Samsara

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3 years ago
ML Knowledge
3 years ago
When considering the vanishing gradient issue, does ReLU or sigmoid provide a more effective remedy?
Data ScientistMachine Learning Engineer

TikTok

DigitalOcean Logo

DigitalOcean

Faire Logo

Faire

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3 years ago
ML System Design
3 years ago
How would you go about designing the architecture for Bing's image search?
Data Scientist

TikTok

Transferwise Logo

Transferwise

Etsy Logo

Etsy

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3 years ago

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

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