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MID-LEVEL PROFESSIONALS AND FRESHERS Learning AI remains important, but AI knowledge alone will not guarantee employment. Professionals will need to combine AI skills with domain expertise, judgement, communication and the ability to improve business processes. The World Economic Forum identifies AI and big data, networks and cybersecurity, and technological literacy among the fastest-growing skill categories. LinkedIn estimates that approximately 70 percent of the skills used in most jobs will change by 2030. [tech-insider.org] , [weforum.org] ; ========== 2.1 Mid-level professionals learning AI skills Mid-level professionals already possess an important advantage: practical knowledge of customers, business processes, organizational constraints and recurring operational problems. They should not necessarily attempt to become AI researchers. Instead, they should become professionals who can identify where AI fits, redesign workflows, manage risks and measure results. Priority skills sh...

As the change in technologies, countries, regulations and even today’s professions change dramatically, the safe objective is not to identify one “permanent job,” but to build a career platform that has: persistent human demand; difficult-to-automate responsibilities; strong scientific or engineering foundations; regulatory, physical-world or interpersonal complexity; applicability across industries and countries; the ability to use AI rather than compete against it; multiple exit routes if one industry declines. That approach is especially important because employers expect approximately 39% of workers’ core skills to change by 2030 . AI and big data, cybersecurity and technological literacy are among the fastest-growing skills—but analytical thinking, creativity, resilience, leadership and collaboration remain important. [weforum.org] , [weforum.org] The ILO’s assessment is also more nuanced than “AI will eliminate all jobs”: about one in four workers globally is in an occupation wi...