I'm in the same boat as you, tech industry with casual aspirations to rejoin academia. But I'm skeptical the grass is greener.

Check out the "PhD grind". The author details his experience with how publishing papers in academia has become just as game-ified as tech is today (for a fraction of the compensation).

https://www.goodreads.com/book/show/15731248-the-ph-d-grind