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Interview questions from top companies, mapped to the exact round they show up in. Prep for what you will actually face.

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Online AssessmentDSA / CodingMachine CodingLow-Level Design

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The Loop aggregates publicly shared interview experiences and curated commonly-asked questions, each labeled with its source. Not affiliated with any company listed.

CC BY-NC 4.0 · © 2026

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C

AI · Toronto, Canada

Cohere

Enterprise LLMs. Strong coding plus large-scale inference systems.

5 interviews shared — read how each round went.

5 of 5 shown

Role
Level
FrontendNew Grad / JuniorRejected

New Grad / Junior · Frontend

A junior frontend loop. Fundamentals mattered as much as getting to an answer.

5 rounds · 11 questions · 2025→
BackendMidRejected

Mid · Backend

Mid backend interview. Fundamentals mattered as much as getting to an answer.

5 rounds · 11 questions · 2023→
FrontendSeniorOffer

Senior · Frontend

Senior frontend interview. Coding-heavy early, design and behavioral later.

6 rounds · 13 questions · 2023→
Full-stackSeniorWithdrew

Senior · Full-stack

Senior fullstack interview. Fast-paced; expect follow-ups that push on depth.

6 rounds · 13 questions · 2023→
Full-stackStaff+Withdrew

Staff+ · Full-stack

A staff fullstack loop. Pragmatic questions — more real-world than pure puzzles.

5 rounds · 9 questions · 2025→