Real Interview Experiences
Learn what to expect directly from candidates and interviewers who've been through it.
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“I interviewed at maybe 15 or 20 places in six months, and for every onsite I got an offer, but Reddit still threw me for a loop because the ML system design leaned way more infra than modeling.”
“The SQL interviewer literally stopped me mid-explanation and said, “We’re not interested in your explanation. My job is just to make sure you get the right answer,” which honestly made the whole DoorDash process feel a lot like Meta.”
“What I loved about the LangChain thing is they basically plopped me into maybe 500,000 lines of code with no direction, no documentation, and asked me to implement a three-pointer. That's exactly what the job is like.”
“For a functional programming shop, nearly every question I got was best answered in an object-oriented way, and in the deep dive the interviewer literally said he’d much rather hear about a project I had not rehearsed.”
“The engineering round turned into a straight up 45 minute system design jam on gift card redemption, and when he asked about Kafka I was like, "I know more about Kafka the author than the tech."”
“Netflix’s system design was way more conversational than I expected. We didn’t draw architecture at all, and it felt more like an interview with a PM about a real unsolved team problem than a classic design round.”
“By the product case round, I had more of an idea that they aren't very clear themselves and they want the person to clarify for them the role, the scope. They wanted someone very, very deep in growth and very, very deep in product.”
“One senior director did a surprise case study, and halfway through I realized, oh, you’re basically asking for one of your recent product releases. It felt mildly unfair because I didn’t have the same information they did.”
“What surprised me most was Capital One basically tells you how to pass. They gave me a prep guide, practice problems, YouTube videos, and the question bank was almost one to one with the actual interviews, even though the cases felt way more business analyst than product.”
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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.”
