Abstract Almond shell hardness is an economically important quality trait that protects the integrity of the kernel. It is directly related with shelling or crack-out percent. In the U.S. and Australian markets, soft to semi-hard shells varieties have been used in the industry, while in the European market, hard shells are dominantly sold and distributed. The origin of a hard shell is from wild almond species. Soft shells in the USA and Australia have been selected for a higher crack-out percent or larger kernel and ease of processing. Here, we examined breeding populations totaling 264 trees that were genotyped with genotyping-by-sequencing (GBS) where shell hardness was measured with a texture analyzer, and shell weight, in-shell weights and shell thickness were measured and crack-out percent was calculated. In a genome-wide association, seven genetic loci were found to be associated with shell hardness, crack-out percent, shell thickness and shell weight. Of these seven, one was shared between multiple traits. Kompetitive allele-specific PCR (KASP) assays were developed and tested in unrelated breeding lines from Australia, Spain, France and Italy. One KASP assay was found to be highly predictive of shell hardness in this diverse panel and can be applied for use in marker-assisted breeding.