Extremely easy. You can quite literally start from not knowing anything about Android development and, in an evening, have a simple app up in the Marketplace.
...and before anyone responds with "well, that's just going to lead to a bunch of bad apps in the store," I ask you to count the number of fart apps in Apple's App Store. Though I'm sure they're all quality fart apps...