I was able to workaround this is issue using the Use custom workspace
option.
To change this location, I need to choose configure
job and click on the Advanced
button in the Advanced Project Options
section.
After opening the settings, you will find some more configuration options for your job. Look for the Use custom workspace
option on the right hand side and check the box.
Reference: Jenkins: Change Workspaces and Build Directory Locations