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Behavioral
2 years ago
How would you improve Springboard if you were to get the Data Scientist job?
Data Scientist

Springboard

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2 years ago
SQL
2 years ago
What is the typical transaction amount for customers who have made more than 10 purchases in the past 90 days?
Data Scientist

Springboard

Deliveroo

Patreon

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2 years ago
Behavioral
2 years ago
Describe a time when your performance exceeded expectations
Data ScientistProgram ManagerFrontend EngineerFull Stack Software Engineer

Springboard

Figma Logo

Figma

Duolingo Logo

Duolingo

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2 years ago
ML Knowledge
2 years ago
What is the principle behind k-means clustering, and does it locate the global optimum? Code up an implementation that takes an N*D matrix.
Data Scientist

Springboard

Chime Logo

Chime

Convoy Logo

Convoy

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2 years ago
ML System Design
2 years ago
What would be your approach for creating a podcast search engine that enables users to find specific topics within transcripts of various shows?
Data Scientist

Springboard

Uber Logo

Uber

Asana Logo

Asana

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2 years ago
ML Knowledge
2 years ago
Can you discuss the properties of DMatrix in XGBoost and compare it with other data structures used in the field of gradient boosting?
Data ScientistMachine Learning Engineer

Springboard

Viber Logo

Viber

Deloitte Logo

Deloitte

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

Springboard

Snowflake Logo

Snowflake

Dollar Shave Club Logo

Dollar Shave Club

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2 years ago
Statistics
2 years ago
How would you calculate the expected frequency of heads and tails on a fair coin to compare to the actual results?
Data Scientist

Springboard

Ola Logo

Ola

Autodesk Logo

Autodesk

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2 years ago
Behavioral
2 years ago
How did you handle the situation when you had to assist a colleague in an area outside your responsibilities?
Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

Springboard

DeviantArt Logo

DeviantArt

Lenskart Logo

Lenskart

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2 years ago
ML Knowledge
2 years ago
Can you outline the convergence behavior of stochastic gradient descent and how it improves upon gradient descent?
Data Scientist

Springboard

Zillow Logo

Zillow

ByteDance Logo

ByteDance

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2 years ago

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Data Scientist

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Statistics
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Springboard

Data Scientist

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Metrics and Experimentation
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Springboard

Data Scientist

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ML / Modeling
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Springboard

Data Scientist

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Problem Solving
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Springboard

Data Scientist

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SQL
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Springboard

Data Scientist

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Resume Review
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Springboard

Data Scientist

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Behavioral

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

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