Sometimes the files and directores in /var/spool/exim/scan do not get purged, which leads to the inability of the system to create new files and directories in this location.

1. Stop Exim
2. Move to /var/spool/exim/scan
3. Delete all files in above directory- ‘ls -l | xargs rm -rf’
4. Start Exim

Problem solved.