You really need to mark that. You could be held liable for an unmarked hazard. Had that happen to me in a parking lot. It looked like the parking lot continued down towards the adjacent building. There were no pavement edge markers or anything, and due to the slope of it you couldn't see it. My vehicle dropped 1 foot off the edge (fortunately an SUV with good ground clearance, and was able to keep driving forwards).