Interview Experiences

Real candidates, real loops: every round, what was asked, and how it ended.

Share yours, earn XP

25 stories

Likes earn the author +10 XP for the first 3 likes each day

LinkedInSoftware EngineerSenior+
Oct 2025

Five-Round Virtual Onsite Undone by a System Design Question

Locked — open it to unlock the full story with XP.

RejectedOnsiteXP0
LinkedInData Scientist
Sep 2025

A Technical Screen Packed with Stats Questions

No guarantee the answers here are correct, just for reference! LinkedIn Stats One bank has 5 tellers and a single line, another bank has 5 tellers with 5 separate lines — which one would you queue at? Simple statistical explanation: the "Long Plank Effect" (the opposite of the Weakest Link Effect). In a single queue, your waiting time is determined by the fastest available teller. In multiple que…

Technical Screen0
LinkedInMachine Learning Engineer
Jul 2025

Onsite Undone by a Key-Value Store System Design Question

LinkedIn, AI track. I passed the technical screen before the layoffs, and it didn't get scheduled for onsite until this week. The hiring manager round is scheduled for before National Day — nothing much to say about that yet. After preparing for so long I was actually pretty confident, but today one of the system design rounds completely wrecked me. I'm not fully willing to accept that, but I'm s…

In progressOnsite0
LinkedInData Scientist
Jul 2025

Statistics and Case-Study Questions from the Screening Round

I can't guarantee these answers are 100% correct — take them as reference only! LinkedIn Stats One bank has 5 tellers and a single line; another bank has 5 tellers but 5 separate lines. Which one would you stand in? Simple statistical explanation: the "long plank effect" (the opposite of the weakest-link effect). In a single queue, your waiting time is determined by the fastest available teller.…

Technical Screen0
LinkedInMachine Learning Engineer
May 2025

K-Means Stopping Criteria May Have Led to a Downlevel

Locked — open it to unlock the full story with XP.

Technical ScreenXP0

What are interview experiences?

An interview experience is a candidate's own account of a hiring loop — not a question bank entry. It tells you the shape of the process: how many rounds there were, what each round actually tested, how long the gaps between them ran, and what the recruiter said at the end. That context is the part a question list cannot give you.

How to read them

Weight recent write-ups more heavily — interview loops change, often within a year. Read several for the same company and role rather than one: a single account tells you what one interviewer asked, while five tell you what the bar is. Note the outcome badge too, since a rejection write-up usually explains the gap far more precisely than an offer one.

Share your own

Every published experience earns 50 XP, and each of the first 3 likes it receives in a day earns you 10 XP more. Likes must come from established accounts; like-for-like swaps and likes from your own second account are not paid. Write it while the details are fresh — the round order, the exact prompts, and how much time you were given are what the next reader needs.

Share your experience to earn XP