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GTM engineering transforms operations teams into revenue builders by leveraging AI and automation, focusing on turning internal functions into revenue-driving forces. A winning GTM engineering system is built upon four critical layers: data, orchestration, execution, and agents. The content outlines what GTM engineers do, how to structure the role, and provides comprehensive guidance on successfully hiring for this high-leverage function. It also details how companies like Clay build and utilize these roles, integrating AI and automation into GTM strategies.