Yes, freshers can apply for the job of Azure Administrator but they must have an experience of 1 year on Azure and its services. This job requires both freshers and experienced so the chances of a fresher getting this job is almost the same as that of an experienced professional.
Source:- Job Boards
Hope it helps!
To know more, join our Azure Training in Toronto.