How do i get rid of a calluses on the bottom of my toe?

I have calluses that run vertically along the bottom of my pinkie toes. For some reason they form in a straight line and are fairly thick. My issue is that when i am on my feet for a long time, like at work, blisters form underneath the calluses. This is very painful. How could i go about removing them?