The Elder Scrolls IV: Oblivion Tips

Master of Sneak
If you have an illusion skill of 25 you can buy an invisibility skill, just sneak around anywhere near people while invisible and you can also pickpocket, just be careful not to get caught. It may take a while but it works.

(It helps if your invisibility skill is 50 or 75 so you can stay invisible longer.)