Iron chairman Steve Wharton said: "On behalf of everyone at Scunthorpe United I would like to thank Paul for his professionalism and hard work, and wish him all the very best in his new role at Doncaster.
"I have always enjoyed a good working relationship with Paul, and am very disappointed to see him leave. I know he has thought long and hard before taking this decision."