Had a similar problem and it turned out to be the soap I was using. It was too strong and using a milder soap and shampoo ended the problem. I know it sounds too simple but it is a thought and it worked very well for me.

The oils, sweat and what ever that your body uses to protect your skin is not a bad thing and probably do not need to be showered off twice a day like I was doing.