Strong Python skills, plus TypeScript, Java, or Go.* Practical experience with AI agents, LLMs, RAG, tool/API integrations, and AWS, Azure, or GCP.* Clear personal contributions to coding, architecture, evaluation, integration, and deployment. The updated FDE role combines client-facing problem solving with hands-on engineering, taking enterprise AI solutions from proofs of value into production.