The only time I was asked about my income was during a particularly heavy month in terms of spending on air tickets on the Centurion card. I use my personal Centurion both for my work-related travel expenses as well as my personal charges.
AMEX gave me call saying that wanted to "update their records". Given the amount of money I was asking to charge I really didn't mind the call.