5+ years of professional software engineering experience At least 2+ years focused on AI/ML or LLM-based systems Strong proficiency in Python for AI, backend services, and tooling Deep experience with AWS, including designing and operating scalable, secure cloud architectures Hands-on experience working with LLMs, specifically Anthropic (or comparable providers) Proven ability to design AI system architectures, frameworks, and reusable patterns Experience building APIs and services that integrate AI capabilities Strong problem-solving skills Excellent communication skills