Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease defined by motor neuron (MN) loss. Multiple genetic risk factors have been identified, implicating RNA and protein metabolism and intracellular transport, among other biological mechanisms. To achieve a systems-level understanding of the mechanisms governing ALS pathophysiology, we built gene co-expression networks using RNA-sequencing data from control human spinal cord samples and integrated them with ALS genetic risk to identify biological pathways disrupted by ALS risk genes. We identified 13 gene co-expression modules, each of which represents a distinct biological process or cell type, finding enrichment of ALS genetic risk within two, SC.M4, representing genes related to RNA processing and gene regulation, and SC.M2, representing genes related to intracellular transport and autophagy. We also observe upregulation of SC.M2 in presymptomatic human motor neurons (MNs). Top hub genes of this module include ALS-implicated risk genes involved in intracellular transport and autophagy, including KPNA3, TMED2, and NCOA4, the latter of which regulates ferritin autophagy, implicating this process in ALS pathophysiology. These unbiased, genome-wide analyses confirm the importance of aberrant RNA processing, intracellular transport, and autophagy as drivers of ALS pathophysiology.