I just want a straight answer from someone who knows more than me. How come every time I switch jobs I get a 30-40% raise, but at any one company I never get more than a 1-3% raise each year, no matter the growth of productivity and responsibility. There's obviously some kind of prisoner's dilemma-like iterated game that reaches that Nash equilibrium, and I'm trying to figure out what it is exactly. I would have love…
I can tell you as a manager the salary bands are generally set by HR for the whole company. I was told point blank at a previous employer that we payed the 70th percentile. I asked how they knew what that was - apparently there are companies that aggregate this data (legally?) and sell it back to HR orgs for $xx,xxx+ a year. HR for some reason wouldn't deviate from this band for top talent (discrimination maybe?)
1. Your internal leveling scheme for SDEs needs to have been sorted out. External titles like "senior" are pretty meaningless, so one reasonable solution is mapping SDEs to an internal numerical tier so you can differentiate between "senior" and actual "senior".
2. Radford data comes with a trillion job titles. You need to identify the relevant ones and how your internal tiers map to them.
3. In markets where compensation is exploding (Seattle a few years ago), compensation data is a trailing indicator of what market rates you need to pay for new hires. You get fresher, but noisier, signals from candidates who reject your offers and from your personal network.