He replaces Nigel Clough, who was sacked as manager following Saturday's loss to Nottingham Forest.
The 52-year-old's last managerial job in England was at East Midlands rivals Forest, and he joins the Rams after working as first-team coach at QPR.
Former Preston boss Paul Simpson and ex-Manchester United goalkeeping coach Eric Steele have also joined the Rams.
