Knowledge of the limitations and capabilities of computer systems, the techniques used in the design of non-automated systems, information technology equipment, applicable programming languages, computer hardware and software, computer operating systems, writing program code, and automated mapping. (15%) Designing, developing, and administering highly scalable AI systems on cloud platforms such as AWS, Azure, and GCP, the Cloud AI Engineer is responsible for implementing essential capabilities including model training, inference, reporting, and seamless system integration.