light-fingered

Short definition from Wiktionary

Adjective

1. 1
   Having quick, light and nimble fingers.
2. 2
   Having nimble fingers, especially for stealing or picking pockets (pickpocketing), given to thievery or shoplifting.

Verb

1. 1
   simple past and past participle of light-finger