Anthropic ML Interview Questions
12 real machine-learning interview questions reported from Anthropic.
Practice on the problems board →Crash-Resilient LRU Memoization Cache
Interview Question: Crash-Resilient LRU Memoization Cache Part 1: Simulate an In-Memory LRU Memoization Cache You are…
Coding & Leetcode-style QuestionsStack sample conversion to event tracing
Converting Stack Samples to Trace Events Company: Anthropic Category: Coding Role: Software Engineer / Machine Learning…
Coding & Leetcode-style QuestionsCrawling the web
Web Crawler Company: Anthropic Category: Coding Role: Software Engineer Frequency: High --- Problem Statement Implement…
Coding & Leetcode-style QuestionsDesign Model Weight Distribution
Design a system for distributing large machine learning model weight files to a fleet of inference workers. Context:…
System Design for MLLLM re-implemented as classifier
LLM Binary Classification Interview Question Problem You are given access to a helper function that exposes an LLM’s…
LLMs & Prompt EngineeringBank Systems (OA)
Banking System Online Assessment Company: Anthropic Category: Coding / Online Assessment Role: Software Engineer…
Coding & Leetcode-style QuestionsCloud Storage Systems
Cloud Storage System Online Assessment Company: Anthropic Category: Coding / Online Assessment Role: Software Engineer…
Coding & Leetcode-style QuestionsDesign Prompt Playground
Prompt Engineering Playground — Interview Question Background • Prompt engineering is the process of trying to alter…
System Design for MLDeduplicate Files
Deduplicate Files Company: Anthropic Category: Coding Role: Software Engineer Frequency: Medium --- Problem Statement…
Coding & Leetcode-style QuestionsIn-memory database
In-memory Database Online Assessment Company: Anthropic Category: Coding / Online Assessment Role: Software Engineer…
Coding & Leetcode-style QuestionsBehavior Interview (Culture)
Culture & Behavioral Interview Questions Company: Anthropic Category: Behavioral Role: All Roles Frequency: High ---…
Research & Paper UnderstandingBatch Processing of High Dimensional Data
Batch Image Processor Company: Anthropic Category: Coding Role: Software Engineer / Machine Learning Engineer…
ML Fundamentals & Algorithms