I’m from Levels.fyi and one thing we’ve found (seemingly obvious) is how specific skill sets can dramatically affect comp numbers. Ex. AI / ML is the hot stuff these days. To this end, we’ve added a field to collect ‘focus’ for each salary submitted. P.S. there’s also a quick link for getting straight to the salary spreadsheet: www.comp.fyi