Eagle was born in Bridlington, East Riding of Yorkshire, the daughter of Shirley (Kirk), a factory worker, and André Eagle, a print worker [REF].
In 1984 she worked in the economic directorate of the Confederation of British Industry (CBI), before joining the Confederation of Health Service Employees (COHSE) trade union where she held a number of positions.