The former Birmingham City and Derby County boss and Everton, Manchester United and England legend is reported to have signed a thee-year deal.
Reacting to the news, Rooney said: “Taking this role at Plymouth Argyle feels like the perfect next step in my career – and I would like to thank the chairman and board for the faith they have shown in me.