Hi.....I am currently in qatar on my husband's sponosrship and had to obtain a PCC for my job too. I got it done athe Indian Embassy here.Took me two days.
However im not too sure if they wld do it if you are on a visit visa. I suggest you call the embassy here in Qatar and find out.

hope it helps u.