Surveillance video shows a man taking the package off the front porch of a home on Semillon Drive back on June 13.
There is also video of the suspect's car entering the neighborhood.
Police ran the plate and compared a picture of the registered owner with video of the man taking the package.
Officials identified 27-year-old Refugio Aldama of San Jose as the suspect. A warrant has been issued for his arrest.
Police say Aldama is a transient but may be in the San Jose area.