Interview Experiences

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

Share yours, earn XP

3 stories

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

WayfairApplied Scientist
Sep 2026

Product Judgment and a Changed Role

The author describes a Wayfair machine-learning scientist interview beginning with an advertising-bidding case. Virtual-onsite exercises covered homepage module ranking, recommendations sent after a purchase, an AI-assisted bandit simulation, and behavioral questions. The coding session permitted AI tools and web searches with screen sharing, but follow-ups required explanations of bandit strateg…

RejectedOnsite0
WayfairSoftware Engineer
Reported Jul 2026

Wayfair Software Engineer Interview Experience: A difficult HackerRank assessment

I started with a straightforward recruiter call about my background. Soon after, I took a HackerRank coding assessment. It ran about 75 to 90 minutes and had two medium-style questions, closer to LeetCode data structures and algorithms than anything company-specific. One problem involved string and array manipulation. The other relied on hash-map thinking and edge-case handling. The difficulty fe…

Online Assessment0
WayfairSoftware Engineer
Aug 2025

Four-Round Virtual Onsite Rejection

Behavioral round: standard behavioral questions and conversation. Coding: simple coding with no algorithms involved. Calculate moving costs for different items based on their volume and category. The follow-up was how I would implement this in production. I talked about turning it into classes and then discussed object-oriented design. System design: design Shazam, a system that identifies a song…

RejectedOnsite0

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