4+ years of full-stack development experience Hands-on experience with AI-assisted coding environments Deep understanding of AI model capabilities and limitations Expertise in TypeScript, React, and modern web development practices Strong proficiency in Python and/or Java Knowledge of scalable database design and containerization Experience with tracing, monitoring, and evaluation systems Strong communication skills for global teams Ability to work in ambiguous environments