The other question is, as long as you are no defaulting or anything like that, would the credit card company be even bothered about your income? All of this can become an issue if you are defaulting, not paying bills etc.

Typically on the CC applications they ask for employment information, they ask for gross income. I'm not sure if they specifically ask for applicants specific information. They also ask for source of income.