Recover Deleted Zip file from macOS High Sierra
The Storage Management application will delete files without moving them to the trash.

You cannot restore them. 

Your Mac has an SSD which will instantly execute the TRIM command. So, your Mac has already overwritten the file with something else. Data Recovery software also won't help. If you have a backup, try recovering the zip file from it.