Depending on YOE you still have a lot of room to grow in terms of compensation (see https://www.levels.fyi/ https://www.levels.fyi/). You don't even have to go

Depending on YOE you still have a lot of room to grow in terms of compensation (see https://www.levels.fyi/ https://www.levels.fyi/). You don't even have to go to FAANG. The hard part IMO is getting an interview, which is solved by getting a referral. Get someone in your network to vouch for you and secure an interview. I give no advice for moving into NN work, there's a dearth of those engineers on the market, and a lot of jobs requiring N years of prior experience with a graduate degree (good luck hiring!).