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The Staff Machine Learning Engineer at Angi plays a crucial role in transforming the company into a world-class online marketplace. This position involves leading the development and deployment of machine learning models to enhance user experience, optimize search ranking, and improve consumer-pro matching. The role requires technical leadership in applying advanced machine learning techniques and ensuring the scalability and reliability of these models in production environments.