The common adage repeated again and again is that AI will not take your job; a person with AI skills will replace you. The learners we are teaching this fall who will be entering, re-entering or seeking advancement in the workforce at the end of the year or in the spring must become demonstrably skilled in using generative AI. The vast majority of white-collar jobs will demand the efficiencies and flexibilities defined by Generative AI now and in the future. As higher education institutions, we will be called upon to document and validate GenAI skills. This demands that we integrate the appropriate skills and knowledge into our learning outcomes for classes and for programs. In addition, learners will be best served if we can provide opportunities for them to build portfolios of meaningful and relevant GenAI activities.