The roles of AI architects and AI ethicists will be highly significant. AI architects will need system design, algorithms and cloud scalability skills to develop effective solutions. Meanwhile, AI ethicists will ensure fairness in AI applications, audit algorithms for biases and address privacy challenges. Robotics, autonomous systems and predictive modelling are areas where advanced technical capabilities such as statistical analysis, spatial reasoning and deep learning model development will serve as a springboard for innovation. Such skills will comprise the backbone of future jobs, allowing experts to design systems that complement human efforts.