you meant CS PHDs? because it is a better analogy. My answer would be with many, because I am one of them.
I mean, I know there are some shops that are doing really advanced stuff, but I'm talking about your normal tech hub employer.
See http://data-mining.philippe-fournier-viger.com/too-many-mach...
Roughly speaking, about 50k papers are published every year in arxiv/ML by perhaps 20k different researchers. Since some people still don't publish there, you may say there exists about 50k ML/AI/DL researchers.
Say 5k of them are pushing the field forward, most of them have a PhD. The remaining 45k deliver various local optimizations/adaptations, many of them don't have a PhD. Now it depends on the size of your normal tech hub employer. If it is big, then you have a few people from 5k and many from 45k. Otherwise, a few people from 45k.
I'm currently studying a part-time MSc in CS because not having one is notable here (and being around academic people has inspired me to learn more).
Of course, there will always be a need for people with deep expertise, but unless you work in a very technical or prestigious field, how many compiler experts have you worked with?