The Full-Stack Engineer role at ElevenLabs focuses on developing systems that integrate AI and human expertise to enhance client offerings. Key responsibilities include building a human data platform for continuous model improvement, maintaining the core production engine, and creating professional editing tools in Rust. The ideal candidate should possess strong backend engineering experience, especially in functional programming, and be adept at ensuring system reliability and scalability.