It helps to differentiate between the foundational research and the application. Are you expecting to advance SOTA and get published? Then yes, you need a PhD.

It helps to differentiate between the foundational research and the application. Are you expecting to advance SOTA and get published? Then yes, you need a PhD. Are you building stuff in the enterprise world? Then no, it is like any other kind of engineering. Not everyone has to be James Clark Maxwell.