The unemployment Julia is experiencing is "structural unemployment".
Structural unemployment is a type of joblessness caused by a mismatch between the aptitudes that laborers in the economy can offer, and the abilities demanded of specialists by managers. Structural unemployment is generally brought about by mechanical changes that make the activity aptitudes of a lot of the present laborers out of date.