I always keep about a quarter of my limit in running balance on my cards because i've heard exactly the opposite(not from bankers, but family). Banks want you to keep some kind of balance and keep paying on them to show you're a loyal paying customer and show that you're always making payments on time.
I've always done this on my cards and I'm well above 700 in credit rating at the age of 23, without taking out any loans.