The name Barker means Shepherd/Leather Tanner and is of English origin. Barker is name that's been used by parents who are considering unisex or non-gendered baby names--baby names that can be used for any gender.
Occupational surname for someone who either tanned leather (from the bark of a tree), or from the Old French Berchier, which was a shepherd.