The primary cause of hot tub rash is the bacterium Pseudomonas aeruginosa. This pathogen is commonly found in water and soil and thrives in warm, moist environments. Inadequate chlorination or poor maintenance of hot tubs and pools can facilitate the growth of this bacterium, leading to contamination and subsequent infections.