Mathematicians know about constructivism, they just tend to rightfully reject statements like "proof by contradiction is not a good idea" as crackpottery. Mathematics will continue to be done, constructivists and finitists be damned.
It might fail if it absolutely must rely on LEM, but a weaker doubly negated version will still work. This might be a deep, important fact in some setting or another.
If anyone thinks constructivism is crackpottery, then they're just ignorant and it's only incidental if it hasn't impoverished their toolkit.
As Andrej Bauer likes to point out—see, for example, Section 3.1 on p. 486 of http://www.ams.org/journals/bull/2017-54-03/S0273-0979-2016-... —non-constructive mathematics is a special case of mathematics (in essentially the same way that untyped = unityped programming is a special case of typed programming).
Infinity simplifies mathematics _a lot_ in proving things from the basics of calculus (i.e. analysis).