Real Interview Experiences
Learn what to expect directly from candidates and interviewers who've been through it.
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“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.”
“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.”
“One Perplexity PM interview threw me a self-driving car market-sizing case, and I ended up pitching a data-focused leasing company that would put autonomous fleets on Uber and Lyft. They literally said, “That’s kind of interesting, I haven’t heard that one.””
“The system design round was basically, “Come up with a radar tower model for a moving ship,” and even though they said I didn’t need defense experience, the interviewer definitely got a little frustrated when I didn’t know the air defense specifics.”
“The recruiter said to expect LeetCode medium hard, but I got this very practical Excel problem around formulas, caching, and invalidation. The most unique part was the project deep dive where they really tried to cut through the BS and ask what I actually did.”
“The weirdest part was the final round: they dropped me into a Google Colab notebook with maybe 20 to 30 lines of skeleton Python and asked me to debug an actual LLM inference step, but you were explicitly not allowed to use an LLM.”
“I thought I was walking into a normal product sense round, and instead she said, “Open your calendar and walk me through your week of college, then translate all of that to how you’d be a product manager.” I had to explain office hours, class projects, even how I ask professors for help, all on the spot.”
“One thing about Nvidia is none of the generic PM frameworks make sense. I literally printed all of their engineering blogs, read the research papers, and prepped by writing out how I’d design the data strategy for NeMo services.”
“I had some serious issues in my demo, and 10 minutes later the COO called and basically said, “Yeah, that demo did not go well, but we think you can do the job, so why don’t you try again next week?””
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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.”
