Alternate, or take turns. This phrase is used either for two individuals alternately performing a task, as in
Lifting cement blocks is such heavy work that they decided to change off periodically, or for one person alternately performing two tasks, as in
I can concentrate on this book only for short periods so I frequently change off and work in the garden. Also see
change of pace.