A solar cell having a semiconductor layer has a structure in which a first electrode, a semiconductor layer, and a second electrode are stacked on a substrate, wherein a zinc oxide layer containing a transition metal is located between the semiconductor layer and at least one of the first and second electrodes and the density of the transition metal in the zinc oxide layer is continuously changed within a range of not less than 1 atm. ppm to not more than 5 atm %.