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Foote Partners’ IT Skills and Certifications Pay Index (ITSCPI) shows that adding the right skills to your toolbox can increase your marketability and earning potential. Non-certified skills related to management, methodologies, and processes have gained the most value in the last 21 years. MLOps, a discipline focused on streamlining processes for machine learning applications, is in high demand and offers a 21% pay premium.