It sounds like your service brake is not holding the car. This brake alone should hold it in place and the e brake is a back up. If you have an extra brake change it or lock the car on the pins and swap out the ebrake for the service brake. It sounds like its hanging up and not setting properly. I came across this problem over a dozen times and changing the brake fixed it.