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Statistics
2 years ago
What would be your plan for conducting an A/B test that can determine whether two product campaigns differ significantly in effectiveness by a minimum of 3%?
Data Scientist

Figma

Bill.com

DeliveryHero

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2 years ago
Statistics
2 years ago
How many times would you need to flip a coin to determine with confidence if it is a fair coin?
Data Scientist

Figma

Ola

Autodesk

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2 years ago
Analytics Case
2 years ago
If a product's usage metrics take a hit leading up to its launch, what steps would you recommend taking?
Data Scientist

Figma

Gusto Logo

Gusto

GoCardless Logo

GoCardless

This would depend on the usage metrics that are in decline and the product launching.

I would start with investigating why there is a drop in usage, as there are several scenarios -

1. if low usage is overall and due to seasonality, I would generally hold off on product launches.

2. if some of the usage metrics are down, and some are up, then it depends on the product itself -

a. If the new product is more relevant to the ones that are up, no reason not to go forward.

b. If the new product is more relevant to the declined metrics, then we need to understand if it's a steady decilne (trend seen overtime) and the new product might assist with it. Or, perhaps it's a sudden decline, and I would hold off with product launch until I have an understanding of what is causing this sudden decline.

Of course, if any publich commitments were made to the launch of this product, it's also something we need to take into consideration, since changing a public publish date is problematic for user trust.

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2 years ago
Statistics
2 years ago
What is the probability that four people on an elevator will depart on different floors assuming a four-story building?
Data Scientist

Figma

Snap Logo

Snap

Rivian Logo

Rivian

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2 years ago
Coding
2 years ago
What is the Python code for calculating the confidence intervals for a mean?
Data Scientist

Figma

Splunk Logo

Splunk

Google Logo

Google

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2 years ago
Statistics
3 years ago
Walk me through the process you would follow to infer results from an A/B testing data set and identify the significance of the findings.
Data Scientist

Figma

Blend Logo

Blend

Zalando Logo

Zalando

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3 years ago
Statistics
3 years ago
Let's say you have a dice with X sides. Each side has a different probability of landing. Implement an algoirthm that simulates the rolling of the dice a given number of times.
Data Scientist

Figma

Wayfair Logo

Wayfair

Cleo Logo

Cleo

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3 years ago
Coding
3 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

Figma

ClassPass Logo

ClassPass

HubSpot Logo

HubSpot

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3 years ago
Behavioral
3 years ago
If you receive an offer from Figma, how long do you think you'll stay here?
Data Scientist

Figma

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3 years ago
Behavioral
3 years ago
In your next position at Figma, what do you hope to achieve?
Data Scientist

Figma

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3 years ago

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

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