AI initiatives require the right people with the right skill sets and enough capacity to dedicate sufficient energy to them if they’re to succeed. Key roles required include data scientists, data engineers, business analysts, machine learning experts, DevOps engineers, AI strategists, data analysts, data architects and information governance specialists. Finding the right talent comes with challenges of its own, such as a scarcity of talent and huge competition for it. Data science concerns data mining, big data and machine learning, and practitioners come in various forms and from varying educational backgrounds. AI strategists are less often appreciated or prioritised, but are key to the success of AI initiatives.
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