Does alumni connection help?

I found it to be helpful. Landed first FT job through a classmate, and second gig through a friend of a friend (no school connection there, just through meeting the right people at right time willing to connect the dots). Once at an interview, I realized many folks in the studio attended same school and it helped me to break the ice by asking which professor they had, which studio they enjoyed the most.