The Backend Developer - AI Trainer role at Anyone AI focuses on designing and implementing coding tasks to evaluate software engineering practices. Key responsibilities include writing specifications, developing test suites, and reviewing peer-generated tasks for accuracy. Candidates should possess 3 to 7 years of software engineering experience, with strong skills in Python and JavaScript/TypeScript.