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Real Interview Experiences

Learn what to expect directly from candidates and interviewers who've been through it.

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OpenAI
Senior Data Scientist (L5)
OpenAI·Posted 4 months ago · Nov 2025

One thing that stood out was the SQL round. They gave me this AI-generated, very modular code and asked me to read the logic like a human, then basically debug what the machine was doing wrong.

Verified5 rounds4 questions
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xAI
Exceptional Engineer
xAI·Posted 4 months ago · Nov 2025

I was on the plane back to Europe when they texted, “Company policy changed, you have to pass an on site coding round,” and then they rescheduled the midnight hiring manager call twice until it was like 3:00 a.m. for me.

Verified6 rounds3 questions
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Meta
Software Engineer, Product
Meta·Posted 4 months ago · Nov 2025

I think I was one of the first people to take Meta’s AI round, and the models I had were really bad, like ChatGPT mini. I tried asking for test cases and it would just spit out something completely wrong.

Verified4 rounds4 questions
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Meta
Data Engineer
Meta·Posted 4 months ago · Nov 2025

What stood out to me is that every loop round started with product sense, then I had to turn that answer into a data model, and from that they jumped straight into SQL and Python. One case was even an Instagram metric drop where I had to do root cause analysis live.

Verified4 rounds11 questions
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Nvidia
Technical Program Manager
Nvidia·Posted 4 months ago · Nov 2025

What surprised me most was how unstructured NVIDIA felt. People were kind of making questions up on the spot, so it felt luck based, and culture-wise they almost expect like a sweat shop thing, more Apple or Amazon than Google.

Verified3 rounds4 questions
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Pinterest
Senior Product Manager
Pinterest·Posted 4 months ago · Nov 2025

The recruiter opened with, “I’ve read your resume, so what do you want me to know that isn’t on it?” and that let me position my biggest advantage right away: I was both a product manager and the end user for the media planning tool.

Verified7 rounds6 questions
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OpenAI
Product Manager, ChatGPT
OpenAI·Posted 4 months ago · Oct 2025

One interviewer literally opened with, “I don’t know why I keep getting booked for these,” and then asked me how I’d handle launching a new model if the first two years would lose $2 trillion. I was like, what is this, bro?

Verified4 rounds1 question
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Anthropic
Machine Learning Engineer
Anthropic·Posted 4 months ago · Oct 2025

They gave me a simulation where I had to imagine deploying a conversational AI model that reasoned across sensitive topics, and during internal testing it started giving overly confident but factually wrong answers in high risk contexts.

Verified5 rounds2 questions
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Microsoft
Software Engineer (SC2)
Microsoft·Posted 4 months ago · Oct 2025

The so-called system design round totally threw me off. He was like, "let's code it out," and wanted me to build a file system with four use cases in 45 minutes, and then the recruiter just ghosted me for a month.

Verified3 rounds4 questions
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