Parallel Statistics Update
Parallel statistics update has been available since SQL Server 2005. It is documented in the TechNet article, "Statistics Used by the Query Optimizer in Microsoft SQL Server 2005":



Where a full scan is performed (whether explicitly requested or not) the internal query generated for the data-gathering has the general form:

SELECT
    StatMan([SC0])
FROM 
(
    SELECT TOP 100 PERCENT
        [Column] AS [SC0]
    FROM [Table] WITH (READUNCOMMITTED)
    ORDER BY [SC0]
) AS _MS_UPDSTATS_TBL
OPTION (MAXDOP 16)


Notice the MAXDOP hint there (though there is no way for a user to specify the hint manually). Where sampled statistics are gathered, the internal query uses the TABLESAMPLE clause, which prevents parallelism. The engine also generates a MAXDOP 1 hint on the internal query, which is a bit redundant.

If you ever need to reduce the parallelism, the MAXDOP hint in the internal query can be overridden using Resource Governor (Enterprise only).

SQL Server 2016 adds parallel sampled statistics update.