I know that Budding Blocks of Amethyst are intentionally unobtainable, but the regular blocks of amethyst don't mine either in the current snapshot. Tested this on my survival world and a fresh world, after cheating in the amethyst blocks and pickaxe.

Not even silk touch works, as you can see in the video: External Link