It's probably not an "either/or" thing.

Although it would be optimal for the management/leadership to not be pursuing unethical developments, a software engineer having the fallback of "I can't implement this in good faith" is another layer of defence (to society).

It would probably also allow for legal push back against being terminated for refusing to implementing the unethical thing.