score:6
Modern nursing came to being during the Crimean war, and was a 100% female thing for all practical intents at the time.
US census might have data on job occupation by sex - I haven't checked - as might its UK, French, and German equivalents. But intuitively your friend is incorrect: until a few decades ago, doctors were nearly always men and nurses were nearly always women.