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AIMLInterviews

A study guide for job interviews in AI and machine learning at big tech companies.

New this week

What it does

AIMLInterviews is a guide to preparing for technical interviews for AI and machine learning jobs, especially at large tech companies.

It is organised in chapters: coding questions, machine learning coding, core ideas in classic, generative and agentic AI, system design, and behavioural interviews. The author says it is based on personal experience.

It also includes an MCP server that can turn an AI assistant into an interview coach, offering hints and reviewing your answers.

Who it's for

Engineers and scientists preparing for AI or machine learning job interviews.

Can I use it without coding?

Yes. The guide is read in a browser; the optional AI tutor needs some setup. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
Runs on
Web browser
Computer
An ordinary computer is fine
API key
Not needed

Try it

  1. Open the guide and start with the chapter that matches your next interview round.

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • License (MIT): Very permissive: free to use, change and share, including for business.
  • More on staying safe