Connor Joseph McCarthy left the open prison on Tuesday 22 February.
The convicted burglar absconded from HMP Sudbury.
The 26-year-old was convicted at Kingston upon Thames Crown Court in 2020.
He is described as white, 6ft 1ins tall and of medium build.
McCarthy has black hair and hazel eyes.
He has links to the Sutton-in-Ashfield area of Nottinghamshire.
Anyone who has seen him or knows of his whereabouts is asked to contact Derbyshire Police quoting reference 828 of 22 February.
If you see McCarthy, please do not approach him, but contact police immediately.