A growing focus in microbial ecology is understanding of how beneficial microbiome function is created and maintained through both stochastic and deterministic assembly mechanisms. This study explores the role of both the environment and disease in regulating the composition of microbial species pools in the soil and local communities of an amphibian host. To address this, we compared the microbiomes of over 200 Plethodon cinereus salamanders along a 65km land-use gradient in the greater New York metropolitan area and paired these with associated soil cores. Additionally, we characterized the diversity of bacterial and fungal symbionts that putatively inhibit the pathogenic fungus Batrachochytrium dendrobatidis. We predicted that if soil functions as the main regional species pool to amphibian skin, variation in skin microbial community composition would correlate with changes seen in the soil. We found that salamanders share many microbial taxa with their soil environment but that these two microbiomes exhibit key differences, especially in the relative abundances of the bacteria phyla Acidobacteria, Actinobacteria, and Proteobacteria and the fungal phyla Ascomycota and genus Basidiobolus. Microbial community composition varied with changes in land-use associated factors such as canopy cover, impervious surface, and concentrations of the soil elements Al, Ni, and Hg, creating site-specific compositions. In addition, high dissimilarity among individual amphibian microbiomes across and within sites suggest that both stochastic and deterministic mechanisms guide the assembly of microbes onto amphibian skin, with likely consequences in disease preventative function.