The role of Applied AI Engineer at ElevenLabs focuses on developing agents that handle real business tasks, enhancing their reliability and effectiveness. The position involves collaborating with growth pods to identify significant problems and implement solutions using advanced technologies such as Python and SQL. Candidates should possess experience in shipping production systems and evaluating LLMs.