Smaller companies are also soul-draining in many cases. Why to exclude only faangs? Let's exclude banks, insurance etc
FAANG (and a few FAANG-adjacent) companies are the only ones paying close to decent wages, and even they've been making frankly egregious cuts to their protein-bar budgets lately.
Let's not sit around manufacturing skewed datasets that give people the wrong idea about what software engineers should get paid.
TL;DR: I love being an engineer in the Bay Area, but we truly are a bubble.
You can obviously exclude the top 25 percentile of salaries, since the app shows breakdowns by percentage, but I doubt levels.fyi has accurate data on the number of employees of each company in a particular region.
Because they skew the numbers upwards. Most of the market doesn't pay their wages.