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ML System Design
4 years ago
What considerations would you take into account when coming up with an architecture for Bing's image search functionality?
Data Scientist

Zomato

Transferwise

Etsy

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4 years ago
Behavioral
4 years ago
In five years, where do you see yourself?
Data ScientistEngineering ManagerUX DesignerUX Researcher

Zomato

DoorDash

Instana

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4 years ago
Statistics
4 years ago
What's your understanding of the dissimilarities between the frequentist and Bayesian methods for probability? Further, what benchmarks would you use when selecting which path to take in a given situation?
Data Scientist

Zomato

Noom Logo

Noom

Bloomberg Logo

Bloomberg

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4 years ago
ML CaseML Knowledge
4 years ago
Give an account of the contrast between multidimensional and tabular models, and explain which of the models is backed up by Azure analysis services?
Data Scientist

Zomato

ServiceNow Logo

ServiceNow

Ticketmaster Logo

Ticketmaster

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4 years ago
ML Knowledge
4 years ago
How would you define an attention model?
Data Scientist

Zomato

Commvault Logo

Commvault

eToro Logo

eToro

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4 years ago
Product Case
4 years ago
In testing a variable time estimate display (3-7 minutes) against a fixed estimate (5 minutes), how would you plan the experiment? What statistical methods would you employ to confirm the reliability of your results?
Data Scientist

Zomato

DeliveryHero Logo

DeliveryHero

Grab Logo

Grab

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4 years ago
Behavioral
4 years ago
What did you do when you missed a deadline?
Data ScientistTechnical Program ManagerSoftware EngineerML Engineering Manager

Zomato

Decathlon Logo

Decathlon

NVIDIA Logo

NVIDIA

In the Meraki integration project, the supply chain process required significant optimization of the entire flow. To achieve this, most of the shipping-related process needed to be modified. However, the team lacked sufficient time to complete the work because the planned use of an adapter did not work, requiring me to redesign the flow.

With limited time remaining before system integration testing (SIT), the cross-functional teams and other tracks were ready to test their code, and management was unwilling to postpone SIT and Cycle 1 testing. Since there was an additional round of SIT and Cycle 2 testing planned, I decided to proceed with the changes that the team had already completed. We migrated the completed code to the test instance and communicated that only Phase 1 of the changes would be released initially, while the remaining changes would be delivered during Cycle 2 testing.

I ensured the Phase 1 delivery was designed to avoid impacting the end-to-end flow, allowing the other teams to proceed with testing their portions of the code. This approach ensured that other teams' deadlines were not affected. I also informed the cross-functional teams that the OTM and GTM changes were completed, and the remaining shipping-related code optimization would be delivered before Cycle 2 testing, along with the next round of SIT.

By taking this approach, I ensured that complete testing was not impacted and that the project stayed on track.

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4 years ago
SQL
4 years ago
Can you explain your process for determining the top 5 most sold items from a list of order histories?
Data Scientist

Zomato

Rippling Logo

Rippling

GitLab Logo

GitLab

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4 years ago
Behavioral
4 years ago
Tell me about a time you were challenged when you were in public.
Data ScientistData Science ManagerML Engineering ManagerData Engineering Manager

Zomato

Orange Logo

Orange

Nubank Logo

Nubank

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4 years ago
ML CaseML Knowledge
4 years ago
In what ways is R-square an incomplete metric for linear regression analysis? How do you justify a low R-square value in terms of linear regression model fit?
Data Scientist

Zomato

Bloomberg Logo

Bloomberg

HubSpot Logo

HubSpot

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4 years ago

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Zomato

Data Scientist

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Statistical
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Zomato

Data Scientist

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Metrics and Experimentation
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Zomato

Data Scientist

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ML / Modeling
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Zomato

Data Scientist

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Problem Solving
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Zomato

Data Scientist

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SQL
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Zomato

Data Scientist

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Resume Review
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Zomato

Data Scientist

Prepare for Behavioral interview at Zomato

Behavioral

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

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