Industry is being used in the "anything not academia" sense. Most physics phds don't find work in (say) engineering fields.
From my phd cohort, I know two lawyers, an actuary, several software engineers,a youth minister a nurse, several people in finance, several people in insurance,an owner of a bar-and-grill near campus, and some big-data/stats people. I originally did data work for an insurance company, and now I work for a big-data consulting company. Most of those people agree that nearly nothing they learned while doing their phd has helped them, the exception being the finance people.
Not at all true- finance wants numerical programmers and it will take them where they can get them. For sales type jobs, having impressive credentials might help, but you won't be looking for a sales job. That doesn't mean they'll hand you the job- you'll have to teach yourself enough finance to interview successfully.
There is currently a shortage of statisticians/machine learning people, so its an easy job to bounce into, if you are willing to train yourself a bit.
This is a strange mentality. "I don't really care what happens to me, as long as the same thing happens to everyone else?"