The role of Full-Stack Developer - AI Trainer at Anyone AI focuses on creating and evaluating software engineering tasks within an AI context. The key responsibilities include designing multi-file coding tasks, writing specifications, developing test suites, and reviewing peer submissions. Candidates should have 3–7 years of software engineering experience, with strong skills in Python and JavaScript/TypeScript.