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The Staff Engineer - ML Systems role at LinkedIn involves developing and training advanced machine learning models and algorithms to enhance personalized recommendations for members. This position is integral to the Core AI organization, which focuses on addressing fundamental AI challenges and driving innovations across LinkedIn's products. The role emphasizes collaboration, technical leadership, and hands-on coding to implement scalable AI solutions.