It's not necessarily difficult, but it could be in certain circumstances.
The obvious difficulty to start off with is the fact that there is no dipstick. Even the franchised dealers have trouble filling to the required point (search on here for references to overfill warning messages).
The other point is that I don't know for certain if they have a drain plug or not. I believe most dealers suck the oil out (where from I know not), but if you go the drain plug route you will need to remove the engine compartment undertrays. I think there is still a dipstick tube into the sump, so that's probably where it gets sucked out from.
The oil filter itself is under the engine cover at the front right under a black plastic 16-sided moulding which looks a bit like an inverted cannister-type oil filter. The cover will almost certainly be very awkward to remove, but there are removal tools (like a big spanner) available from a wide range of sources.