Collocations for graduate - noun

college, university
job opportunities for university graduates

arts, engineering, history, law, medical, science, etc. | new, recent

course, degree, diploma | school | student | recruit, trainee
He joined the company as a graduate trainee.

employment, recruitment
The company places great importance on graduate recruitment and training.

unemployment

~ in
a graduate in sociology