What we currently do is to for each shard, we lock a secondary node (primary still serves writes) and do EBS snapshot and unlock, then go to next shard.
So is our backup fully consistent ? of course not. And here’s a link to my comment on an related post: Can mongo sharded cluster be recreated from secondary DC nodes (both config and shard)? - #2 by Kobe_W