The South Yorkshire side parted company with former boss Dave Penney on Wednesday.
And Ryan hopes to convince Keegan, who was born in nearby Thorne and who started his playing career at Scunthorpe, to take the reins.
Ryan told the Daily Mirror: "Kevin Keegan is the man I want as manager. It's the sort of challenge that would appeal to him."