Real Interview Experiences
Learn what to expect directly from candidates and interviewers who've been through it.
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“The weirdest round was a principal engineer asking me to design an AI bot for ordering employee lunches. I went in expecting cloud infrastructure and Go, then suddenly I'm trying to talk through prompt behavior and architecture without getting lost in the terminology.”
“The weirdest part was that the take home was basically the job. I had to build a semantic search setup over Amazon products for ChatGPT, then walk that same solution back to the team because that is basically what they work on.”
“The recruiter literally told me the system design prompt was frequency capping, and even with that heads-up the real test was whether I could talk about ads like I actually live in that world. If you get the terminology half wrong, it feels like a red flag immediately.”
“The weirdest part was the AI round. I was told to come ready to prompt whatever tool I wanted, but when I got there it basically turned into a loose system design interview about using AI agents for testing and reliability.”
“The "why" is so important. As an FDE, you have to learn to explain why your work matters — why it helps the customer, why it helps the business, and why it was the right approach.”
“The weirdest round was a HackerRank about arranging two football teams for a photo, and the interviewer basically admitted it was confusing on purpose. I left thinking I had definitely failed it, then still got pushed to finals.”
“The weirdest part for me was the AI coding round. They gave me a buggy maze class in HackerRank, made me use the built-in assistant, and then spent the back half probing why I trusted one AI-generated approach over the others.”
“What stuck with me was that Robinhood barely cared about classic DSA questions. Three of my four real rounds were system design, and every interviewer kept coming back to the same thing: what fails, what happens next, and how do you recover.”
“I expected the AI safety interview to be super guarded, but the engineer was actually really open about his views on regulation and what AI safety should mean. It ended up feeling more like a lunch conversation with a very opinionated engineer than a normal behavioral.”
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“The weirdest Anthropic round was the company values interview. It was almost like a therapy session, and honestly if you went to a therapist at some point, you will pass that round much more easily.”
“What was very unusual is they didn’t give me any tooling to draw the system design, so I just sketched it on a piece of paper and talked them through it, then we got into this oddly deep debate about whether hover-over history should count as a recommendation signal.”
