The Applied AI Engineer role at ElevenLabs focuses on developing AI agents to handle essential business tasks, enhancing both reliability and effectiveness. The engineer will utilize tools and models to create solutions while collaborating with the Marketing Engineering team to identify challenges and implement solutions. Required skills include proficiency in Python, SQL, and experience with LLMs in production settings.