High autonomy and top-tier pay but lot of stress and unstability
Pros
Massive Scale and Impact: You operate at an unprecedented scale. The bottom-up, hack-focused culture empowers senior engineers to drive significant, cross-functional architectural changes or build product analytics frameworks that can be leveraged company-wide. World-Class Infrastructure: Meta's underlying data infrastructure is incredibly mature. You rarely have to worry about the low-level plumbing or standing up clusters, which allows you to focus purely on data modeling, advanced measurement, and directly influencing business decisions. Autonomy and Speed: The engineering culture strongly values quick iteration over perfection. Senior engineers generally have the freedom to define their own roadmaps, ideate, and push code to production with minimal bureaucratic red tape. Top-Tier Compensation: The total compensation package (base, RSUs, and refreshers) is consistently top-of-market, accompanied by highly competitive health benefits, perks, and internal technical support.
Cons
Intense On-Call Rotations: While day to day work life balance is generally respected, being a senior engineer means you are the ultimate backstop. On call rotations can be highly stressful given the scale of the data; when pipelines break, the expectations for rapid, middle of the night resolution are high.