Alexandra G. Bardon

About half of the people applying to graduate business programs never studied business. The Graduate Management Admission Council (GMAC), which owns the GMAT and surveys the applicant pipeline every year, classifies these candidates as non-business undergraduates: social sciences, humanities, and STEM fields like biology and computer science. In practice they arrive from engineering, healthcare, education, and military service.

Artificial intelligence is already embedded in healthcare operations. Not as a projection, but as a current line item in hospital budgets. AI in healthcare administration is affecting how health systems schedule staff, manage patient flow, process claims, and allocate resources. For administrators and aspiring leaders, this changes the skill set the job demands, the career paths available, and the kind of graduate education that actually prepares you for what comes next.

“Criminal justice administrator” is not a single job title. It describes a category of management and leadership roles spread across law enforcement agencies, correctional facilities, court systems, and public safety offices. The work sits at the intersection of operations, policy, and organizational leadership. Police chiefs, corrections directors, court administrators, probation directors, and public safety directors all fall within this job family.