When a positron is emitted, a proton is converted into neutron and neutrino. Thus, the number of protons and hence the atomic number decreases by one unit.
$\underset{\text{Proton}}{{ }_{1}^{1} H} \longrightarrow \underset{\text{Neutron}}{{ }_{0}^{1} n}+ \underset{\text{Positron}}{{ }_{+1} e^{0}}+ \underset{\text{Neutrino}}{v}$