Why Data Engineering Interviews Got So Much Harder

I got laid off from FAANG in 2023. No warning, no performance issue. Just a mass shitcanning along with thousands of other engineers. I gave myself a week to feel sorry for myself, then got back to grinding. What I found when I re-entered the data engineering interview circuit in late 2023 and again in 2025 was a fundamentally different game. Harder screens. Longer loops. Questions that would've been staff-level three years ago now showing up in E4 phone screens. If you're job hunting right now, you already feel it. The data engineering interview 2025 gauntlet is real, and pretending it's the same market as 2021 will get you ghosted faster than TikTok ghosted me after 12 rounds. Here's what actually changed, why, and what you do about it. The Market Flipped and Took the Interview Bar With It Between 2022 and 2024, every major tech company ran layoffs. Meta, Amazon, Google, Microsoft, Stripe, Coinbase; the list is long and ugly. Thousands of experienced data engineers hit the market at