Tell me about a time when data helped you make a decision.

"The loop ran for 2+ months and ended up being six to seven rounds with no take-home: recruiter screen, hiring managers, case-heavy interviews, and separate behaviorals. No take-home, surprisingly! Almost every round blended casing and behavioral, so it never felt like I could fully switch my brain off one side or the other. The interviews themselves were candidate-led, with one interviewer feeling super collaborative and another much more reserved and watchful, especially in the cases. I feel like the biggest theme across the whole process was that LinkedIn cared a lot about story, stakeholder management, and whether I was actually AI-native versus just saying buzzwords."

"It was a short process, not very technical, very mission driven. The recruiter screen was all the basic questions. The second round was the with the manager and more about previous experiences and applying them to the role. A lot of questions around data. The final round was more of a teammate vibe check and culture fit round."

"The process was straightforward and behavioral. The team was looking for fit for the specific product and the team itself. The previous experiences were heavily emphasised and if they matched the current team's needs, that's what they wanted to verify."