The primary responsibility of a Gem Operator is to accurately operate and maintain gem cutting and shaping machines to produce high-quality gemstones. This includes selecting appropriate cutting tools, setting machine parameters, and monitoring the cutting process to ensure precise results. Additionally, a Gem Operator is responsible for inspecting gems for quality control, ensuring they meet design specifications and customer requirements.