I tried to get my 28 year-old nephew to shovel the roof on my family's cabin in So. Tahoe when he was there for the end of February and beginning of March. In many recent years, there hasn't been much snow near CA/NV Stateline as it's E of the Sierra crest and not much higher than 6225' lake. This year, 2017 and 2011 were exceptions when it did get a lot of snow and some of it was shoveled from roof. My nephew said he couldn't figure out how to get on the roof, but probably he and his friends were tired from shoveling the nearly 40' long driveway.
The cabin was originally built in the 1940s and a cousin installed cables and plates connecting the exterior walls to prevent snow-load from collapsing the cabin. A couple of additions were done before cabin came into the family in the early 1960s and a major addition was done about 1993 which I'm sure strengthened the rear of the cabin, but also added a large low-angle roof that does not shed snow well and includes a couple of skylights over two windowless bathrooms that are very dark if skylights are snow-covered. We've also experienced very minor leaking that contractor said probably was coming from skylights and not showing until it ran down and found a sheetrock seam in bedroom.
If my nephew had shoveled, he would have had mostly light snow that could have easily been pushed off the roof. I had 2 1/2 to 3+ feet of saturated snow to dig through to find the two skylights (probably better me carefully doing it than him breaking one). I removed snow around and especially above the skylights (to left and right of heater vents in center) to hopefully prevents any further leaks from melt/freeze. I also removed snow around the roof edges, hoping that warm sun (although there are a lot of trees shading roof) and temps will melt ice dams that have formed around edges. Besides being heavy on eaves, ice dams can leading to leaks. I'm not sure how you would remove snow from the middle of the roof first as it was a lot of work to throw snow off the roof from skylights lights 5-10' from the edge of roof. Starting in very middle where you are 15-20' from edge would mean moving snow at least twice.
Sorry the roof pictures are not from better angle, but I didn't have my phone while on roof as it needed charging. And after skiing nearly a full day, then moving snow for an hour and a half, I was not going back up the ladder. And note that cabin is not heated when no one is occupying so snowmelt is slow unless temps rise.