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The Engineering Team at Arize AI is responsible for designing and developing the ML observability platform that enhances model velocity and AI outcomes. They work collaboratively to diagnose issues, implement solutions, and optimize performance across various machine learning applications. With a mix of software and AI engineers, the team ensures the platform is robust, scalable, and user-friendly, driving innovation in machine learning insights.