Brilliant people, big problems, serious tooling—pace can be intense
Pros
World-class colleagues across research, engineering, and product; you learn something every week. Excellent data/tooling: well-maintained datasets, robust infra, and strong internal libraries. Compensation and benefits are top-tier; thoughtful perks and professional development budget. Real impact: ideas ship to production and can measurably move P&L. Culture prizes rigor and kindness—code reviews are tough but respectful.
Cons
Fast cycles and high bar can feel relentless; work-life balance varies by team and market events. Prioritization sometimes opaque; cross-team alignment can lag behind ambition. Getting anything into prod requires navigating strict controls—great for safety, slower for iteration. Not much hand-holding; self-starters thrive, others may struggle.