Not every DBA works with NoSQL. However, every DBA (and DBA manager for that matter) should know what it is, or rather what they, are.
Rather than try to explain NoSQL myself I’ll recommend the following. The first is a very entertaining blog by the wonderful Cary Millsap and the second is a presentation by Martin Fowler. I’d not heard of this guy before but he’s very good.