Anthropic Interview Questions

Review this list of 121 Anthropic interview questions and answers verified by hiring managers and candidates.

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Design an end-to-end batching system for LLM queries.
3 months ago1 answer
Design a peer-to-peer file distribution system that spreads a 10GB file from a single bandwidth-constrained source to thousands of interconnected hosts, each with limited input/output bandwidth, until every machine has the file.
10 months ago
Design an API to let users sample from large language models efficiently, with good batching and request orchestration.
3 months ago
Define hallucinations in LLMs.
3 months ago7 answers
Tell me about a time when you faced a conflict while on a team.
+8a month ago5 answers
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Design a web crawler. Has video answer
+33 months ago10 answers
How would you explain a technical concept to a non-technical person?
+22 months ago2 answers
Code an image-processing pipeline that reads per-image instruction files and applies ordered transformations (e.g., rotate, invert, crop, convert) to large sets of images of varying sizes across multiple folders.
10 months ago
What Gen AI skills do you think will be critical in the next year?
+13 months ago1 answer
Implement a streaming database with the given constraints and requirements.
a year ago
What's your approach to prompt engineering?
2 months ago
Design a scalable system for a token-generation service used by an LLM that needs to handle up to 100,000 requests per second.
3 months ago1 answer
What are the ethical risks of deploying agentic AI systems in high-stakes environments?
3 months ago2 answers
Tell me about a time you led a cross-functional team. Has video answer
+26 months ago3 answers
Tell me about a time you had a moral conflict with work you are assigned to do.
+110 months ago
Implement an in-memory database in CodeSignal, with each round adding more functionality.
2 months ago
Write a program that scans the file system to identify and report duplicate files, handling real files, extensions, and file reading operations.
5 months ago
Given profiler samples from running code, find the slowest part in the code.
10 months ago
Tell me about a time you were confident in a solution and later realized it was wrong.
9 months ago
Tell me about a time you had to change work midstream of a project (or switch work halfway through).
4 months ago1 answer

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Anthropic Interview Questions

Design an end-to-end batching system for LLM queries.

Design a peer-to-peer file distribution system that spreads a 10GB file from a single bandwidth-constrained source to thousands of interconnected hosts, each with limited input/output bandwidth, until every machine has the file.

Design an API to let users sample from large language models efficiently, with good batching and request orchestration.

Define hallucinations in LLMs.

Tell me about a time when you faced a conflict while on a team.

Design a web crawler. Has video answer

How would you explain a technical concept to a non-technical person?

Code an image-processing pipeline that reads per-image instruction files and applies ordered transformations (e.g., rotate, invert, crop, convert) to large sets of images of varying sizes across multiple folders.

What Gen AI skills do you think will be critical in the next year?

Implement a streaming database with the given constraints and requirements.

What's your approach to prompt engineering?

Design a scalable system for a token-generation service used by an LLM that needs to handle up to 100,000 requests per second.

What are the ethical risks of deploying agentic AI systems in high-stakes environments?

Tell me about a time you led a cross-functional team. Has video answer

Tell me about a time you had a moral conflict with work you are assigned to do.

Implement an in-memory database in CodeSignal, with each round adding more functionality.

Write a program that scans the file system to identify and report duplicate files, handling real files, extensions, and file reading operations.

Given profiler samples from running code, find the slowest part in the code.

Tell me about a time you were confident in a solution and later realized it was wrong.

Tell me about a time you had to change work midstream of a project (or switch work halfway through).

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