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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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ElevenLabs
Full-Stack Engineer
ElevenLabs·Nov 2025

I thought they meant a technical decomposition interview, and then I got there and they were like, oh no, we’re actually talking about product. I was basically ad libbing for 45 minutes, trying to mentally adjust in real time.

Verified3 weeks
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Anthropic
ML Engineer, Prompt Engineer
Anthropic·Nov 2025

The culture fit round was so deep it was almost like therapy for me. I talked about pushing back on executive pressure to launch on a timeline and raising it up to chief counsel to make sure the data was correct.

Verified25 days
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OpenAI
Senior Data Scientist (L5)
OpenAI·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.

Verified3 weeks
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xAI
Exceptional Engineer
xAI·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.

Verified4 weeks
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Meta
Software Engineer, Product
Meta·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.

Verified2 months
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Meta
Data Engineer
Meta·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.

Verified15 days
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Nvidia
Technical Program Manager
Nvidia·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.

Verified1 month
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Pinterest
Senior Product Manager
Pinterest·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.

Verified2 weeks
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OpenAI
Product Manager, ChatGPT
OpenAI·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 weeks
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