2+ years working with LLMs, including production prompts and understanding model quirks. Proficiency in coding languages like Python or TypeScript for building evals, scripts, and prototypes. Strong communication skills to assist non-technical partners. Ability to thrive in ambiguous and dynamic partnership environments. Responsiveness and reliability in partner communication.