The Atholl Highlanders is a Scottish infantry regiment based in Blair Atholl and the private army of the Duke of Atholl (see Wikipedia).
The original tune was only in two parts; it can now be developed in four or six parts.
It is attributed to William Ross (1823-1891), piper and pipemaker and can be played as a march or a jig.