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Behavioral
4 years ago
When have you been proved wrong
Data ScientistEngineering ManagerUX DesignerUX Researcher

Spotify

nCino

Grab

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4 years ago
Behavioral
4 years ago
What makes you the best candidate for this Data Scientist role?
Data Scientist

Spotify

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4 years ago
Behavioral
4 years ago
Tell me about a time when your performance rating differed from what you expected.
Data ScientistFull Stack Software EngineerData AnalystData Engineering Manager

Spotify

Magic Leap Logo

Magic Leap

Proofpoint Logo

Proofpoint

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4 years ago
Product Case
4 years ago
What metrics would you want to use to measure user engagement in a new video chat feature?
Data Scientist

Spotify

Yandex Logo

Yandex

Blend Logo

Blend

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4 years ago
Behavioral
4 years ago
Please share an instance where you made a big mistake at work.
Data ScientistData Engineering ManagerUX ResearcherEngineering Manager

Spotify

Box Logo

Box

Amdocs Logo

Amdocs

+1

I was managing organization wide restructuring program where goal was to map all resources with their delivery accounts to keep a track of account’s PnL and manage capability as cost centre. We also intended to design KRA and KPIs for each individual level to make our Performance Assessment data driven and transparent. This was a big change at employee level at professional and emotional level too. It meant changes in their reporting structures, extra reporting and performance management by all managers, clear KPIs alignment and selection.

Planning Level: We identified all the major business account heads, capability and other function head and organized a communication platform to make them aware and comfortable with the changes. We undertook their inputs on pros and cons and some caution to be exercised

Execution Level: We started executing these changes with L0 level employees and moved up to leadership team. Along the way we encountered some risks and outlier conditions to be managed.

Communication Strategy: We worked with all business and functional heads on our communication strategy to reach out to all the employees. Head multiple events and workshops to discuss the changes.

Data Platform changes: Evaluated all the data platform changes required and planned a phased out approach to bring those changes in the system as well.

However, when we were about to reach closure of this program, I realized that I have made a big mistake of readiness of our existing platforms to support all the changes required and existing data integrity. It really took a toll on everyone involved to clear up data accuracy before the changes could be introduced.

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4 years ago
SQL
4 years ago
Explain the differences between a right join and an outer join in SQL.
Data Scientist

Spotify

Meta Logo

Meta

Zomato Logo

Zomato

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4 years ago
Coding
4 years ago
What computational strategy would you utilize to segregate fake and real news content, and could you enact it?
Data Scientist

Spotify

DataRobot Logo

DataRobot

Deloitte Logo

Deloitte

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4 years ago
Behavioral
4 years ago
Can you share an example where you showed ownership
Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

Spotify

ApplyBoard Logo

ApplyBoard

Naspers Logo

Naspers

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4 years ago
Coding
4 years ago
How would you generate i.i.d. draws from a specific distribution X, given we only have access to a random number generator?
Data Scientist

Spotify

ClassPass Logo

ClassPass

HubSpot Logo

HubSpot

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4 years ago
Product CaseML CaseML Knowledge
4 years ago
Let's say you have access to all data from IMDB. How would you create a model to predict a movie's IMDB score?
Data Scientist

Spotify

Soundcloud Logo

Soundcloud

Netflix Logo

Netflix

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4 years ago

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

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