That never happened to me when I came back from China (unable to get a credit card for 9 years because I didn’t have a Chinese ID card, so no credit history within the 10 year window they keep track), nor did it happen to my wife, who obviously didn’t have any history as a new immigrant. We didn’t have problem getting a rental with proof of job/income. And without the job/proof of income, even with 10 credit cards, many of these places won’t rent to you regardless of your credit rating given eviction laws.

I get it, there must be some place that denies rental based on lack of credit history, but I would guess it is so rare that you’d have to stretch really hard to find an example.